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Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails31jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=32Page 32button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=32 data-page=32 class=ts-thumb lazyload alt=Page 32: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails32jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=33Page 33button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=33 data-page=33 class=ts-thumb lazyload alt=Page 33: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails33jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=34Page 34button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=34 data-page=34 class=ts-thumb lazyload alt=Page 34: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails34jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=35Page 35button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=35 data-page=35 class=ts-thumb lazyload alt=Page 35: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails35jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=36Page 36button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=36 data-page=36 class=ts-thumb lazyload alt=Page 36: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails36jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=37Page 37button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=37 data-page=37 class=ts-thumb lazyload alt=Page 37: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails37jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=38Page 38button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=38 data-page=38 class=ts-thumb lazyload alt=Page 38: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails38jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=39Page 39button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=39 data-page=39 class=ts-thumb lazyload alt=Page 39: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails39jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=40Page 40button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=40 data-page=40 class=ts-thumb lazyload alt=Page 40: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails40jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=41Page 41button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=41 data-page=41 class=ts-thumb lazyload alt=Page 41: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails41jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=42Page 42button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=42 data-page=42 class=ts-thumb lazyload alt=Page 42: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails42jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=43Page 43button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=43 data-page=43 class=ts-thumb lazyload alt=Page 43: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails43jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=44Page 44button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=44 data-page=44 class=ts-thumb lazyload alt=Page 44: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails44jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=45Page 45button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=45 data-page=45 class=ts-thumb lazyload alt=Page 45: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails45jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=46Page 46button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=46 data-page=46 class=ts-thumb lazyload alt=Page 46: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails46jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=47Page 47button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=47 data-page=47 class=ts-thumb lazyload alt=Page 47: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails47jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=48Page 48button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=48 data-page=48 class=ts-thumb lazyload alt=Page 48: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails48jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=49Page 49button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=49 data-page=49 class=ts-thumb lazyload alt=Page 49: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails49jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=50Page 50button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=50 data-page=50 class=ts-thumb lazyload alt=Page 50: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails50jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=51Page 51button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=51 data-page=51 class=ts-thumb lazyload alt=Page 51: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails51jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=52Page 52button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=52 data-page=52 class=ts-thumb lazyload alt=Page 52: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails52jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=53Page 53button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=53 data-page=53 class=ts-thumb lazyload alt=Page 53: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails53jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=54Page 54button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=54 data-page=54 class=ts-thumb lazyload alt=Page 54: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails54jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=55Page 55button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=55 data-page=55 class=ts-thumb lazyload alt=Page 55: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails55jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=56Page 56button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=56 data-page=56 class=ts-thumb lazyload alt=Page 56: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails56jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=57Page 57button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=57 data-page=57 class=ts-thumb lazyload alt=Page 57: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails57jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=58Page 58button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=58 data-page=58 class=ts-thumb lazyload alt=Page 58: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails58jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=59Page 59button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=59 data-page=59 class=ts-thumb lazyload alt=Page 59: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails59jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=60Page 60button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=60 data-page=60 class=ts-thumb lazyload alt=Page 60: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails60jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=61Page 61button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=61 data-page=61 class=ts-thumb lazyload alt=Page 61: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails61jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=62Page 62button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=62 data-page=62 class=ts-thumb lazyload alt=Page 62: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails62jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=63Page 63button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=63 data-page=63 class=ts-thumb lazyload alt=Page 63: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails63jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=64Page 64button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=64 data-page=64 class=ts-thumb lazyload alt=Page 64: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails64jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=65Page 65button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=65 data-page=65 class=ts-thumb lazyload alt=Page 65: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails65jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=66Page 66button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=66 data-page=66 class=ts-thumb lazyload alt=Page 66: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails66jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=67Page 67button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=67 data-page=67 class=ts-thumb lazyload alt=Page 67: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails67jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=68Page 68button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=68 data-page=68 class=ts-thumb lazyload alt=Page 68: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails68jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=69Page 69button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=69 data-page=69 class=ts-thumb lazyload alt=Page 69: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails69jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=70Page 70button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=70 data-page=70 class=ts-thumb lazyload alt=Page 70: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails70jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=71Page 71button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=71 data-page=71 class=ts-thumb lazyload alt=Page 71: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails71jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=72Page 72button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=72 data-page=72 class=ts-thumb lazyload alt=Page 72: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails72jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=73Page 73button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=73 data-page=73 class=ts-thumb lazyload alt=Page 73: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails73jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=74Page 74button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=74 data-page=74 class=ts-thumb lazyload alt=Page 74: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails74jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=75Page 75button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=75 data-page=75 class=ts-thumb lazyload alt=Page 75: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails75jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=76Page 76button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=76 data-page=76 class=ts-thumb lazyload alt=Page 76: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails76jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=77Page 77button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=77 data-page=77 class=ts-thumb lazyload alt=Page 77: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails77jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=78Page 78button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=78 data-page=78 class=ts-thumb lazyload alt=Page 78: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails78jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=79Page 79button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=79 data-page=79 class=ts-thumb lazyload alt=Page 79: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails79jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=80Page 80button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=80 data-page=80 class=ts-thumb lazyload alt=Page 80: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails80jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=81Page 81button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=81 data-page=81 class=ts-thumb lazyload alt=Page 81: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails81jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=82Page 82button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=82 data-page=82 class=ts-thumb lazyload alt=Page 82: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails82jpg width=140 height=200 divdivdiv class=ts-pagebutton class=gotoPage data-page=83Page 83button div class=ts-imageimg data-url=keele-research-repository-keele-university-science-science-pre-printpdf-reproducibilityhtmlpage=83 data-page=83 class=ts-thumb lazyload alt=Page 83: Keele Research Repository - Keele University Science Science Pre-Printpdf · Reproducibility Project Reproducibility is a core principle of scientific progress 1-6 Scientific loading=lazy src=data:imagegifbase64iVBORw0KGgoAAAANSUhEUgAAAAIAAAACCAQAAADYv8WvAAAAD0lEQVR42mP8X8AwAgiABKBAv+vAXklAAAAAElFTkSuQmCC data-src=https:reader034vdocumentinreader034viewer20220428045f5b8bed40dee723df12ec4fhtml5thumbnails83jpg width=140 height=200 divdiv
