{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":40,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":40,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2479bc6bf3ee","filters":{"venue":"Journal of Plastic Film & Sheeting"}},"results":[{"id":"W2150781653","doi":"10.1177/8756087905057085","title":"Study of Polypropylene Morphology Obtained from Blown and Cast Film Processes: Initial Morphology Requirements for Making Porous Membrane by Stretching","year":2005,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Morphology (biology); Materials science; Polypropylene; Extrusion; Porosity; Composite material; Rheology; Polymer; Membrane; Chemical engineering; Chemistry","authors":[{"name":"F. Sadeghi","is_ca":true},{"name":"Abdellah Ajji","is_ca":false},{"name":"Pierre J. Carreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03018481640186519,"gpt":0.291929575245269,"spread":0.2617447588434038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312486,0.0002093754,0.0005124641,0.0001520323,0.0001820351,0.00007890613,0.0002761126,0.00009196898,0.0003348292],"category_scores_gemma":[0.001151614,0.0001720464,0.00004749384,0.000121099,0.000119941,0.0003870194,0.0001062373,0.0001605373,0.000002050155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004537616,"about_ca_system_score_gemma":0.0001583542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140132,"about_ca_topic_score_gemma":0.00007006541,"domain_scores_codex":[0.9978255,0.0001720646,0.001046809,0.0002692159,0.0003457733,0.0003406429],"domain_scores_gemma":[0.9978723,0.0005970122,0.001053896,0.0001178648,0.0002667335,0.00009222383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007923425,0.0003689386,0.002489894,0.0001536069,0.00009528395,0.00006659888,0.007204694,0.002890571,0.9848217,0.000005873131,0.0002477929,0.0008626903],"study_design_scores_gemma":[0.01695001,0.007382896,0.003277105,0.001699082,0.001037602,0.001100895,0.0318412,0.01321041,0.9217158,0.000168775,0.000462596,0.001153625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963823,0.0006489212,0.001959646,0.0001126084,0.0004705224,0.0002287011,0.0001206677,0.00001882742,0.00005782381],"genre_scores_gemma":[0.9962419,0.00001869385,0.003249933,0.0001267717,0.0002880355,0.000007231758,0.00001019323,0.00002820174,0.0000290528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06310592,"threshold_uncertainty_score":0.7015851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908272968","doi":"10.1177/8756087918822677","title":"Long- and short-term antibacterial properties of low-density polyethylene-based films coated with zinc oxide nanoparticles for potential use in food packaging","year":2019,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Low-density polyethylene; Materials science; Zinc; Polyethylene; Food packaging; Nanoparticle; Linear low-density polyethylene; Antibacterial activity; Chemical engineering; Composite material; Nanotechnology; Chemistry; Food science; Metallurgy; Bacteria","authors":[{"name":"Hajer Rokbani","is_ca":true},{"name":"France Daigle","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289875857836151,"gpt":0.2100053300476933,"spread":0.1971065714693317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009642868,0.0002715348,0.0006425091,0.0002693992,0.0001074393,0.0002180911,0.0002303932,0.00008988894,0.00002716637],"category_scores_gemma":[0.0003495733,0.0002100956,0.0001189414,0.0001829685,0.0001481313,0.0006900848,0.00009359508,0.0002006984,0.00000232281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005206418,"about_ca_system_score_gemma":0.0001728195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004962783,"about_ca_topic_score_gemma":0.00006580054,"domain_scores_codex":[0.9976578,0.0001616191,0.0009238205,0.0003119165,0.0004532562,0.0004915489],"domain_scores_gemma":[0.9982143,0.0004825645,0.0006772552,0.0001915768,0.0003029016,0.0001313917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002732659,0.000105145,0.1487935,0.0003899013,0.00003781318,0.00003709501,0.0002599563,0.003551318,0.8440648,0.000003601648,0.000005591121,0.00001852543],"study_design_scores_gemma":[0.002393084,0.0009618654,0.1138304,0.002234569,0.00008181419,0.0001028131,0.000151992,0.003017453,0.8769887,0.000002306506,8.791857e-7,0.0002340755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982465,0.00007607039,0.0006211496,0.00002525066,0.0005598067,0.0004096224,0.00003566994,0.00002376176,0.000002173957],"genre_scores_gemma":[0.9954135,0.000002671531,0.00443959,0.00001743222,0.00007066038,0.000003840687,0.000004798975,0.00004214464,0.000005309151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349631,"threshold_uncertainty_score":0.8567451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588569331","doi":"10.1177/8756087917694618","title":"Effect of annealing on gas permeability and mechanical properties of polylactic acid/talc composite films","year":2017,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Amirkabir University of Technology; McMaster University","keywords":"Polylactic acid; Talc; Crystallinity; Materials science; Composite material; Annealing (glass); Composite number; Extrusion; Solubility; Permeability (electromagnetism); Chemical engineering; Polymer; Chemistry; Membrane; Organic chemistry","authors":[{"name":"Amir Ghassemi","is_ca":true},{"name":"Siavosh Moghaddamzadeh","is_ca":true},{"name":"Carl Duchesne","is_ca":true},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303050782456706,"gpt":0.255276813329022,"spread":0.2422463055044549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668476,0.0001994602,0.0006319358,0.0001044002,0.0002534415,0.0001266121,0.0004738217,0.0000899712,0.0000437458],"category_scores_gemma":[0.004345028,0.0001320202,0.000174095,0.00004607337,0.0002336541,0.0003967143,0.0002028683,0.0003213928,0.00000394951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003918752,"about_ca_system_score_gemma":0.0000467781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004087914,"about_ca_topic_score_gemma":0.000001298528,"domain_scores_codex":[0.998031,0.0002170256,0.0007880493,0.0001877767,0.000514194,0.0002619304],"domain_scores_gemma":[0.9967386,0.001203731,0.001426005,0.0002989368,0.0002128496,0.0001198405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001294762,0.00002310327,0.001571935,0.0004693571,0.00003099432,0.0000120156,0.000187855,0.001045045,0.9949062,0.00003263465,0.000008390331,0.0004176623],"study_design_scores_gemma":[0.000749062,0.001836664,0.003379346,0.001527822,0.0001128748,0.0001085137,0.00003553228,0.005653022,0.9864452,0.00002969147,0.000001489321,0.0001207444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988358,0.0002726487,0.00006101179,0.00006102506,0.000530748,0.0001327087,0.000008180426,0.00001031847,0.00008754087],"genre_scores_gemma":[0.9983902,0.000007480616,0.001485802,0.000008150665,0.00008581939,0.000001161902,4.303669e-7,0.00001393602,0.000006996827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008461009,"threshold_uncertainty_score":0.5383626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992896599","doi":"10.1177/8756087910369423","title":"Effect of Machine Direction Orientation Conditions On Properties of Hdpe Films","year":2009,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Royal Society of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Crystallinity; Materials science; Composite material; Differential scanning calorimetry; Annealing (glass); High-density polyethylene; Modulus; Extrusion; Diffraction; Polyethylene; Young's modulus; Optics","authors":[{"name":"Seyed H. Tabatabaei","is_ca":true},{"name":"L. Parent","is_ca":true},{"name":"Patrick Cigana","is_ca":true},{"name":"Abdellah Ajji","is_ca":true},{"name":"Pierre J. Carreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00981015633105625,"gpt":0.2466208764251431,"spread":0.2368107200940869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000603637,0.0001002831,0.0002568128,0.0001502818,0.00008219113,0.00002432841,0.0001003666,0.00003743467,0.0002858459],"category_scores_gemma":[0.0009474561,0.00006641246,0.00008628124,0.0001386581,0.00007342725,0.0002161043,0.000010008,0.00008980899,0.00000578149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002290204,"about_ca_system_score_gemma":0.00004371344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001637871,"about_ca_topic_score_gemma":0.000001763518,"domain_scores_codex":[0.998734,0.0001877245,0.0005556204,0.00008320865,0.0003268058,0.0001126201],"domain_scores_gemma":[0.9988075,0.0002562068,0.0006531614,0.00007038362,0.0001684208,0.00004430896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004881194,0.00006118303,0.0003559226,0.000100279,0.00001121797,0.000001694963,0.0005575371,0.005821586,0.991657,0.00009262165,0.0001361304,0.0007167477],"study_design_scores_gemma":[0.0005651155,0.002122056,0.003289673,0.0006824436,0.00006091081,0.00001935668,0.0001100757,0.00180824,0.9912098,0.00002612117,0.00003615786,0.00007003939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980429,0.0002682834,0.0004272544,0.00004733438,0.0005889872,0.00007810534,0.00001493565,0.00001359286,0.0005185928],"genre_scores_gemma":[0.9996347,0.00001609742,0.0001845944,0.00002633676,0.00005981731,0.000001282012,0.000003279044,0.000006612801,0.00006725195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004013346,"threshold_uncertainty_score":0.3129812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084695750","doi":"10.1177/8756087911405825","title":"Structure-orientation-properties relationships for polypropylene nanoclay composite films","year":2011,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Exfoliation joint; Ultimate tensile strength; Polypropylene; Nanocomposite; Scanning electron microscope; Composite number; Oxygen permeability; Monolayer; Crystallite; Elongation; Montmorillonite; Modulus; Graphene; Nanotechnology; Oxygen","authors":[{"name":"Seyed H. Tabatabaei","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04595649433718151,"gpt":0.2299848693869003,"spread":0.1840283750497188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806499,0.0001903618,0.0003151029,0.0001488174,0.000441879,0.0001153348,0.000323105,0.00008314177,0.0004819754],"category_scores_gemma":[0.0005926213,0.0001337838,0.0001567791,0.0001250245,0.0001005446,0.0005006047,0.00005562086,0.000216062,0.00002228185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852188,"about_ca_system_score_gemma":0.0001071423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005736831,"about_ca_topic_score_gemma":0.000007599049,"domain_scores_codex":[0.9982395,0.0001376961,0.000789485,0.0001852423,0.000319396,0.0003287225],"domain_scores_gemma":[0.9983004,0.0004417941,0.0006781298,0.0001417719,0.0003081025,0.0001297662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004901667,0.00003963722,0.005886425,0.00006989037,0.00003534332,0.000005415465,0.002824481,0.000675589,0.9891746,0.0002150921,0.0003822442,0.0002010967],"study_design_scores_gemma":[0.0007883012,0.0004600866,0.0123078,0.0003406362,0.0001436379,0.0001122767,0.0006637386,0.001621625,0.9827204,0.0003772991,0.0002176945,0.0002465262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928041,0.0009485891,0.003869015,0.00004565225,0.001827162,0.0001563196,0.00004909122,0.0000291457,0.0002709986],"genre_scores_gemma":[0.9654807,0.000008340445,0.03401481,0.00005754151,0.0002505606,0.000006002881,0.000004542068,0.00002669251,0.0001508009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301458,"threshold_uncertainty_score":0.5455545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036661670","doi":"10.1177/8756087905059979","title":"Correlation between Structural Parameters and Property of PE Blown Films","year":2005,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Crystallinity; Lamellar structure; Composite material; Ultimate tensile strength; Linear low-density polyethylene; Low-density polyethylene; Small-angle X-ray scattering; Crystal (programming language); Polyethylene; Birefringence; Crystallization; Optics; Scattering; Chemical engineering","authors":[{"name":"Shokoh Fatahi","is_ca":true},{"name":"Abdellah Ajji","is_ca":false},{"name":"Pierre G. Lafleur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01756632325654204,"gpt":0.2314784595462368,"spread":0.2139121362896948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003843275,0.00009548832,0.0002235448,0.00007963304,0.0000835578,0.00005670085,0.00009717274,0.00004657132,0.0003431229],"category_scores_gemma":[0.0005253336,0.0000568447,0.00004947474,0.00007079794,0.0001101591,0.0003434652,0.00003494266,0.0001129161,0.000005278418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823957,"about_ca_system_score_gemma":0.00005560464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001850268,"about_ca_topic_score_gemma":0.000003739244,"domain_scores_codex":[0.99888,0.0000751418,0.0005413342,0.0000932219,0.000265511,0.0001448477],"domain_scores_gemma":[0.998973,0.0002662408,0.0005101178,0.00006012642,0.0001136129,0.00007689492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002949269,0.00003267036,0.06420259,0.0001794959,0.00006961474,0.000008551109,0.005034387,0.05541104,0.8608961,0.00006716,0.0008634881,0.01293997],"study_design_scores_gemma":[0.004067334,0.001764716,0.2341083,0.001940025,0.0005903631,0.0004840052,0.002426929,0.2238912,0.5270286,0.0002898805,0.002424873,0.000983804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972779,0.0002577982,0.001815155,0.0001034398,0.0003017564,0.00004861659,0.000009982513,0.000009439018,0.0001759152],"genre_scores_gemma":[0.9931457,0.00001075969,0.006573825,0.00002779585,0.000119531,4.027244e-7,0.00000164574,0.000008267611,0.0001120503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338675,"threshold_uncertainty_score":0.3756956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117357673","doi":"10.1177/8756087911407921","title":"Effect of initial crystalline morphology on properties of polypropylene cast films","year":2011,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Government of Canada","keywords":"Materials science; Crystallinity; Lamellar structure; Oxygen permeability; Ultimate tensile strength; Composite material; Differential scanning calorimetry; Polypropylene; Morphology (biology); Toughness; Extrusion; Amorphous solid; Microstructure; Crystallography; Oxygen","authors":[{"name":"Seyed H. Tabatabaei","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03093665047487193,"gpt":0.2612109886514437,"spread":0.2302743381765717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000954587,0.000176215,0.0005131987,0.0001968069,0.00006031046,0.00001574087,0.0002877311,0.00008322975,0.001256814],"category_scores_gemma":[0.001125441,0.0001127884,0.0001378517,0.0001193628,0.000287831,0.0001735609,0.00006928767,0.000163938,0.00001261719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001780215,"about_ca_system_score_gemma":0.0001115884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007361286,"about_ca_topic_score_gemma":0.000003343827,"domain_scores_codex":[0.9980133,0.0003159604,0.0009157638,0.0001354063,0.0003804441,0.000239167],"domain_scores_gemma":[0.9983037,0.0002923033,0.0009483258,0.0001385302,0.0002297738,0.00008737702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002189168,0.0001041091,0.0004557619,0.0002860377,0.00003215493,0.0000335767,0.001494689,0.0008052817,0.9941368,0.0000445496,0.00007666821,0.000341238],"study_design_scores_gemma":[0.0008319712,0.003531875,0.0005066369,0.000708725,0.00007831219,0.0001186849,0.0002127061,0.0005166627,0.9933486,0.000009791747,0.00002287,0.0001131561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974402,0.0003933543,0.0005865883,0.00001521391,0.000672631,0.00009183306,0.00001981662,0.00001254218,0.0007678675],"genre_scores_gemma":[0.999007,0.00001483248,0.0007594495,0.00003011773,0.0001115286,0.000002188847,0.000001000776,0.00002002315,0.00005387522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003427766,"threshold_uncertainty_score":0.9996562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152401403","doi":"10.1177/8756087914528348","title":"Properties of co-extruded nanoclay-filled aliphatic nylon (PA6)/linear low-density polyethylene and aromatic nylon (MXD6)/ linear low-density polyethylene multilayer films","year":2014,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Polyamide; Nylon 6; Composite material; Differential scanning calorimetry; Crystallinity; Polyethylene; Linear low-density polyethylene; Low-density polyethylene; Blow molding; Polymer chemistry; Nanocomposite; Layer (electronics); Polymer","authors":[{"name":"Maryam Fereydoon","is_ca":true},{"name":"Seyed H. Tabatabaei","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289155377352445,"gpt":0.2264238667471926,"spread":0.2135323129736681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002370997,0.0006160694,0.001507151,0.0003452569,0.0004728431,0.0001798835,0.0006198754,0.0002782313,0.0002087683],"category_scores_gemma":[0.002391844,0.0004482761,0.0003469371,0.0002637458,0.0004887215,0.0005945095,0.0002921876,0.0005250621,0.00006613076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008486847,"about_ca_system_score_gemma":0.0002098742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418061,"about_ca_topic_score_gemma":0.00002801062,"domain_scores_codex":[0.9948043,0.0006858048,0.002043151,0.0005426013,0.001096049,0.0008280503],"domain_scores_gemma":[0.9956846,0.001091198,0.001888494,0.0004940484,0.0004312542,0.0004104266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000947799,0.0002412318,0.002567861,0.0008189529,0.0001039607,0.00003350391,0.001689234,0.001065683,0.9918783,0.000007354828,0.0001374267,0.000508718],"study_design_scores_gemma":[0.002143206,0.000813993,0.005227965,0.002532475,0.000265238,0.0002333939,0.0003208315,0.03205512,0.9557931,0.00003257705,0.00005415998,0.0005279111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958081,0.001447551,0.0009047014,0.0001707275,0.001162779,0.0003375332,0.00002676567,0.00006920195,0.00007267258],"genre_scores_gemma":[0.9911336,0.000104046,0.007827641,0.0001764241,0.0004764981,0.00000621859,0.000005499542,0.0000763427,0.0001936724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03608515,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092735140","doi":"10.1177/8756087902018002005","title":"Correlations between Orientation and Some Properties of Polymer Films and Sheets","year":2002,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Composite material; Crystallinity; Shrinkage; Polystyrene; Birefringence; Amorphous solid; Ultimate tensile strength; Polymer; Tear resistance; Orientation (vector space); Polyethylene; Optics; Crystallography","authors":[{"name":"Abdellah Ajji","is_ca":true},{"name":"Xuefeng Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02802655956255287,"gpt":0.2182215863386809,"spread":0.190195026776128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538117,0.0000921043,0.0002036505,0.0001138676,0.0001260109,0.00006540228,0.00007198316,0.00004360218,0.0004054539],"category_scores_gemma":[0.0003597169,0.0000677518,0.00003092171,0.00008105044,0.0001618586,0.0004912578,0.0000378718,0.00008615933,0.000005301265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000933365,"about_ca_system_score_gemma":0.00002284531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001413136,"about_ca_topic_score_gemma":0.000001062073,"domain_scores_codex":[0.9989891,0.00006554286,0.0004845036,0.00009856625,0.0002324796,0.0001298099],"domain_scores_gemma":[0.9991973,0.0001774027,0.000391737,0.00005437693,0.00009944336,0.0000797564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004918648,0.00003857454,0.02172829,0.0001342286,0.00003155635,0.000003412327,0.005970283,0.0004577029,0.9696308,0.0002633771,0.0003131329,0.001379424],"study_design_scores_gemma":[0.002718082,0.0009720769,0.08324805,0.001990079,0.000453926,0.0002224795,0.004616424,0.02917394,0.8754116,0.0002145689,0.0003396945,0.0006390597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99493,0.003890856,0.0005140786,0.000121877,0.0002915454,0.00004609025,0.00001003723,0.00000970307,0.0001858042],"genre_scores_gemma":[0.9990929,0.00009238753,0.0005104712,0.00003027892,0.00008590162,9.322749e-7,8.199037e-7,0.000009091877,0.0001771982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09421922,"threshold_uncertainty_score":0.4439436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593611616","doi":"10.1177/8756087917699246","title":"Role of molecular architecture in interfacial self-adhesion of polyethylene films","year":2017,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Polyethylene; Materials science; Adhesion; Linear low-density polyethylene; Molar mass distribution; Low-density polyethylene; Chemical engineering; Reptation; Polymer chemistry; Polymer; Composite material; Gel permeation chromatography","authors":[{"name":"Zahra Najarzadeh","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00762534185073941,"gpt":0.2293288339621452,"spread":0.2217034921114058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005172733,0.0001022645,0.0003002117,0.0001459398,0.00007013252,0.00004533876,0.0004083532,0.00006199788,0.0002172023],"category_scores_gemma":[0.0009293121,0.00007833562,0.0000916685,0.00004977069,0.0001015505,0.0001620819,0.0001110523,0.0001503851,0.000002764664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001653976,"about_ca_system_score_gemma":0.0001001497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007388322,"about_ca_topic_score_gemma":0.00001961213,"domain_scores_codex":[0.9987205,0.00009419955,0.0006176438,0.00009542579,0.0003116557,0.0001605249],"domain_scores_gemma":[0.9985379,0.0001223942,0.001008309,0.0001607085,0.0001148068,0.00005590779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001678415,0.00005038717,0.002857423,0.00006829829,0.0000111224,0.000009415058,0.001688682,0.002542591,0.9918703,0.00003432336,0.00001190788,0.0006876589],"study_design_scores_gemma":[0.0004629168,0.0002143857,0.01047141,0.0005628526,0.00002420467,0.00001881381,0.000331783,0.0008493031,0.986764,0.0001658712,0.00005367585,0.00008080163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978135,0.0004600658,0.0008034503,0.0000491774,0.0003249707,0.00004036934,0.000008767993,0.000005620301,0.0004940361],"genre_scores_gemma":[0.9968367,0.00001559514,0.003063077,0.00001281416,0.00004842182,4.906972e-7,3.695342e-7,0.000009922868,0.00001262487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007613984,"threshold_uncertainty_score":0.3194434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017909913","doi":"10.1177/8756087906073120","title":"Effect of Freeze-Line Position and Stretching Force on the Morphology of LDPE-PA6 Blown Films","year":2006,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Low-density polyethylene; Materials science; Composite material; Polyamide; Isothermal process; Polyethylene; Deformation (meteorology); Extrusion; Morphology (biology); Viscoelasticity; Polymer blend; Line (geometry); Linear low-density polyethylene; Thermodynamics; Polymer; Physics; Geometry; Mathematics; Copolymer","authors":[{"name":"Jorge Ramón Robledo‐Ortíz","is_ca":false},{"name":"Daniel E. Ramírez‐Arreola","is_ca":false},{"name":"Rubén González‐Núñez","is_ca":false},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00604844067554424,"gpt":0.2164259696914413,"spread":0.210377529015897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000990549,0.0001004351,0.000252319,0.00008102606,0.00008110623,0.0000268438,0.0001334368,0.00004645944,0.0002209347],"category_scores_gemma":[0.0005927601,0.00005794537,0.00006619529,0.00007346871,0.0001238468,0.0001027129,0.00003508191,0.0001194811,0.000001683644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120695,"about_ca_system_score_gemma":0.00002672428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006701164,"about_ca_topic_score_gemma":0.000004982015,"domain_scores_codex":[0.9988027,0.0002347148,0.0005037396,0.00008619414,0.0002391483,0.0001334987],"domain_scores_gemma":[0.9979,0.001307411,0.000599379,0.00008145034,0.00008192651,0.00002985239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002425229,0.00002428314,0.0009825707,0.00007961174,0.00001074712,0.0000065168,0.0002030271,0.008768536,0.9890965,0.0002163605,0.0001983545,0.0001709459],"study_design_scores_gemma":[0.000575523,0.001246762,0.00188122,0.0004477169,0.00006487748,0.00007539988,0.00009862183,0.005944832,0.9894595,0.0001294066,0.000009344952,0.00006684457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998032,0.0002566621,0.0009033068,0.0001156709,0.0002584722,0.00006204823,0.00001632379,0.000005909345,0.0003495987],"genre_scores_gemma":[0.9994628,0.000008628207,0.000350659,0.0000352462,0.00009160196,8.343781e-7,0.000001894271,0.000008369002,0.00003993324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002823704,"threshold_uncertainty_score":0.241908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210371237","doi":"10.1177/87560879211070465","title":"Food packaging and its oxygen transfer models in active multilayer structures: A theoretical review","year":2022,"lang":"en","type":"review","venue":"Journal of Plastic Film & Sheeting","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade Federal da Fronteira Sul","keywords":"Active packaging; Food packaging; Polymer; Oxygen; Materials science; Process engineering; Shelf life; Biochemical engineering; Nanotechnology; Chemistry; Composite material; Organic chemistry; Engineering; Food science","authors":[{"name":"Rubia Viana Batista","is_ca":false},{"name":"Wanderson Gonçalves Wanzeller","is_ca":false},{"name":"Loong‐Tak Lim","is_ca":true},{"name":"Ernesto Quast","is_ca":false},{"name":"Vânia Zanella Pinto","is_ca":false},{"name":"Vivian Machado de Menezes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03911704461016466,"gpt":0.2966238247530858,"spread":0.2575067801429212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002079414,0.0006882375,0.00286321,0.0005621662,0.0001976313,0.0001342367,0.0007839114,0.0002188231,0.00124887],"category_scores_gemma":[0.00116994,0.0005289151,0.0006950924,0.0005337313,0.0001083809,0.0005112376,0.000293995,0.001683096,0.000009457964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190123,"about_ca_system_score_gemma":0.0004275199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002949557,"about_ca_topic_score_gemma":0.000002620725,"domain_scores_codex":[0.9947503,0.0009278108,0.002121644,0.000593482,0.0009199494,0.0006868077],"domain_scores_gemma":[0.995753,0.00262948,0.0009784327,0.0002630894,0.0001208241,0.0002551366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009924951,0.0006735403,0.00001581093,0.3713625,0.002043356,0.002248869,0.01020814,0.005487005,0.008324421,0.01881477,0.0006591713,0.5791699],"study_design_scores_gemma":[0.004817539,0.003278919,0.00003747402,0.6919083,0.01177146,0.009451133,0.001033644,0.005640049,0.001252753,0.004283732,0.2616779,0.004847152],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004364226,0.9932956,0.0003303257,0.00003131301,0.00077732,0.0008091964,0.0001626719,0.00002455824,0.0002047548],"genre_scores_gemma":[0.01758924,0.9811047,0.0008362652,0.00008860005,0.0002058378,0.00004202878,0.00001335172,0.0001155456,0.00000440563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5743227,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040356490","doi":"10.1177/8756087907083481","title":"Film Processability, Morphology, and Properties of Polyamide-6/Low Density Polyethylene Blends","year":2007,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Low-density polyethylene; Polyamide; Morphology (biology); Composite material; Lamellar structure; Rheology; Ultimate tensile strength; Polyethylene; Polymer blend; Phase (matter); Polymer; Copolymer","authors":[{"name":"Carlos R. López‐Barrón","is_ca":false},{"name":"Jorge Ramón Robledo‐Ortíz","is_ca":false},{"name":"Denis Rodrigue","is_ca":true},{"name":"Rubén González‐Núñez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01579333489641096,"gpt":0.2318954417713205,"spread":0.2161021068749095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864501,0.0001691534,0.0003949654,0.0001680282,0.0001406953,0.00005718238,0.000236282,0.00009777518,0.0001934172],"category_scores_gemma":[0.001609764,0.0001214694,0.00007928193,0.000164486,0.0004629968,0.0003164037,0.0001256115,0.0001958153,0.000004869491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003832116,"about_ca_system_score_gemma":0.000200273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007409248,"about_ca_topic_score_gemma":0.0000389438,"domain_scores_codex":[0.9980763,0.0001115504,0.0008909192,0.0001842368,0.0004064754,0.0003305266],"domain_scores_gemma":[0.998382,0.0002988847,0.0006846008,0.0001308451,0.000357759,0.0001459456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003573562,0.00006384956,0.01059799,0.0002853384,0.00001803135,0.00001711295,0.00160873,0.0002671493,0.986111,0.00004666967,0.00006501768,0.0005617642],"study_design_scores_gemma":[0.000462063,0.0002672364,0.01539689,0.0004869021,0.00005234652,0.0002550167,0.001293028,0.0005113,0.9809725,0.00009416854,0.00005131696,0.0001572489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953388,0.00160722,0.002044413,0.0001397432,0.000534708,0.00007206362,0.000007041966,0.00002127469,0.0002347391],"genre_scores_gemma":[0.9985565,0.00003978089,0.001051558,0.00008122814,0.0001442989,8.266102e-7,5.635969e-7,0.00001563106,0.000109624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051385,"threshold_uncertainty_score":0.4953379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965907062","doi":"10.1177/8756087904044753","title":"Effect of Crystalline Structure on Tear Resistance of LDPE and LLDPE-Blown Films","year":2004,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Linear low-density polyethylene; Low-density polyethylene; Materials science; Composite material; Superstructure; Polyethylene; Morphology (biology); Tear resistance; Spherulite (polymer physics); Anisotropy; Transverse plane; Ultimate tensile strength; Polymer; Optics","authors":[{"name":"X. M. Zhang","is_ca":false},{"name":"Saïd Elkoun","is_ca":false},{"name":"Abdellah Ajji","is_ca":false},{"name":"Michel A. Huneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004799870801701861,"gpt":0.2185050294319244,"spread":0.2137051586302225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006320269,0.0001415863,0.0003842558,0.0001121479,0.00006709808,0.00003117886,0.000173042,0.00006509021,0.0002611555],"category_scores_gemma":[0.001119138,0.00009549862,0.00007454683,0.0001215087,0.0001565226,0.0001437623,0.00003644756,0.0001501542,0.000001366783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002318215,"about_ca_system_score_gemma":0.0000799199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067899,"about_ca_topic_score_gemma":0.00001239772,"domain_scores_codex":[0.9985655,0.0001250924,0.0006142189,0.0001257519,0.0004023791,0.0001670541],"domain_scores_gemma":[0.9984807,0.000494789,0.0007024725,0.0001105155,0.0001332484,0.0000783172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007936464,0.00002477805,0.0003142591,0.0003582084,0.00001826252,0.00001074548,0.0005190363,0.01234719,0.9852443,0.0001414128,0.0001070643,0.0001210874],"study_design_scores_gemma":[0.001693483,0.001436607,0.001935187,0.001576475,0.00007376402,0.0000363185,0.000125658,0.0002175006,0.9923831,0.0001826045,0.0002068063,0.000132495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981177,0.0005923898,0.0006112358,0.00005704586,0.0002734442,0.0000656214,0.00003983181,0.000008056505,0.0002346164],"genre_scores_gemma":[0.997633,0.00003025155,0.002149522,0.00002524746,0.00007524228,4.132716e-7,0.000001269947,0.00001316259,0.00007193156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212969,"threshold_uncertainty_score":0.389432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168775208","doi":"10.1177/8756087905058790","title":"Melt Strength, Maximum Output, and Physical Properties of SURPASS TM1 sLLDPE–LDPE Blends in Blown Film","year":2005,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Chemicals (Canada)","funders":"NOVA Chemicals; University of Calgary","keywords":"Low-density polyethylene; Materials science; Polyethylene; Linear low-density polyethylene; Composite material; Crystallization; Izod impact strength test; Chemical engineering; Ultimate tensile strength","authors":[{"name":"Paul Tas","is_ca":true},{"name":"Lan Phuong Le Nguyen","is_ca":false},{"name":"Joo Teh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810334525655471,"gpt":0.2238972326608664,"spread":0.2057938874043116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005944413,0.000185969,0.0004442788,0.0001865201,0.00008043497,0.00008701505,0.0002346252,0.00006462057,0.00020214],"category_scores_gemma":[0.0006374929,0.0001331418,0.0000892365,0.0001577347,0.0001890833,0.0004422747,0.00009387037,0.0002189452,0.00001012288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004599117,"about_ca_system_score_gemma":0.0001705585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003958568,"about_ca_topic_score_gemma":0.0000501121,"domain_scores_codex":[0.9981525,0.0001429743,0.0007644488,0.0001762506,0.0004524166,0.0003114398],"domain_scores_gemma":[0.998883,0.0002239481,0.0005079198,0.0001138756,0.0001556947,0.0001155518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003558345,0.0002490656,0.002127443,0.0002358243,0.00003359805,0.00002194621,0.008529332,0.008718179,0.9723417,0.0001075448,0.0003700276,0.006909537],"study_design_scores_gemma":[0.002259768,0.0006509004,0.005874168,0.001898009,0.0001287346,0.0001345891,0.003613218,0.0483656,0.9345391,0.0001643484,0.001853293,0.0005182726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997766,0.000937149,0.0001427621,0.0002409292,0.0003421202,0.00006069081,0.00001311311,0.00001586687,0.0004813583],"genre_scores_gemma":[0.9986787,0.00005269397,0.0006910461,0.00004306006,0.0003027044,0.000002111585,8.522144e-7,0.000018584,0.0002102686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03964742,"threshold_uncertainty_score":0.5429363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113686993","doi":"10.1177/8756087913490585","title":"Effect of molecular structure on seal ability, flex crack and mechanical properties of linear low-density polyethylene films","year":2013,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Comonomer; Composite material; Polyethylene; Crystallinity; Branching (polymer chemistry); Flexural strength; Amorphous solid; Polymer; Polymerization","authors":[{"name":"F. Sadeghi","is_ca":true},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007033715269302169,"gpt":0.2188916718864361,"spread":0.2118579566171339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123467,0.0001686455,0.000465115,0.00008545556,0.00007059242,0.00004348965,0.0001945042,0.00009949395,0.0004016794],"category_scores_gemma":[0.001576244,0.000105742,0.000101993,0.00008622935,0.0001919362,0.000187066,0.0001053067,0.000201249,0.000004891812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000180453,"about_ca_system_score_gemma":0.00006946511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005533682,"about_ca_topic_score_gemma":0.000003049887,"domain_scores_codex":[0.998184,0.0003367423,0.0006536553,0.0001590815,0.0004686729,0.0001979113],"domain_scores_gemma":[0.9985915,0.0003641551,0.0005224343,0.0001440073,0.0002642025,0.0001136839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004060727,0.00003531382,0.0003317228,0.0004738176,0.00002231492,0.000004643864,0.0003203645,0.001449367,0.9965792,0.00002855801,0.00002984249,0.0003188397],"study_design_scores_gemma":[0.0005120498,0.00116698,0.001225352,0.0005794103,0.00005101556,0.00003037154,0.00009028983,0.00372328,0.9924693,0.00004787025,0.000002615553,0.0001015137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988893,0.0002796513,0.0002548578,0.00008048125,0.0003037214,0.0001439884,0.00001250992,0.00001016751,0.00002535264],"genre_scores_gemma":[0.9990201,0.000009128568,0.0008404017,0.00004155617,0.0000597787,0.000001146058,7.276731e-7,0.00001447416,0.00001267026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004109892,"threshold_uncertainty_score":0.4398107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318483273","doi":"10.1177/87560879231153702","title":"Blown film stability for low, medium, and high molecular weight polylactic acid and their tensile properties","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Universidad de Guadalajara","keywords":"Polylactic acid; Ultimate tensile strength; Materials science; Extrusion; Composite material; Thermal stability; Viscosity; Lactic acid; Polymer; Chemical engineering","authors":[{"name":"Daniel C. Licea‐Saucedo","is_ca":false},{"name":"Denis Rodrigue","is_ca":true},{"name":"Erick Omar Cisneros‐López","is_ca":false},{"name":"Rubén González‐Núñez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01996652628478184,"gpt":0.2070071433961224,"spread":0.1870406171113405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127563,0.0002242525,0.0004548943,0.0001157804,0.0002877101,0.0001879829,0.0001883549,0.00009060641,0.0001358626],"category_scores_gemma":[0.001816973,0.0001317968,0.00009711181,0.0001260415,0.0002201626,0.000291194,0.0001208301,0.0001671563,0.000007398631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502255,"about_ca_system_score_gemma":0.0001167503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004772909,"about_ca_topic_score_gemma":0.000008967089,"domain_scores_codex":[0.9983643,0.0001346771,0.0005687962,0.0002621214,0.0002777462,0.000392365],"domain_scores_gemma":[0.9983289,0.0008454454,0.0003353164,0.0001537491,0.0001843532,0.0001522512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002818119,0.00003084422,0.0005919004,0.0003195647,0.00004120764,0.0000149611,0.001109556,0.00001575586,0.9946655,0.00002180134,0.0002633711,0.002643724],"study_design_scores_gemma":[0.0004402043,0.0002820425,0.001815044,0.0003981608,0.00007745195,0.0000865058,0.001177774,0.004441119,0.9906619,0.0001746484,0.0002501073,0.0001950692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905379,0.007162059,0.0003708376,0.0009390616,0.0007424079,0.0001351462,0.00004659254,0.00003861889,0.0000274134],"genre_scores_gemma":[0.9983722,0.0001207252,0.001173171,0.00006442496,0.0001880051,0.00001258117,0.000001415091,0.00002620225,0.00004124936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007834363,"threshold_uncertainty_score":0.5374519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403690077","doi":"10.1177/87560879241293392","title":"Impact of molecular architecture and draw ratio on enhancement of targeted mechanical properties of machine direction oriented polyethylene films produced after blown film extrusion","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dow Chemical (Canada)","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions","keywords":"Extrusion; Materials science; Composite material; Orientation (vector space); Architecture; Mechanical engineering; Nanotechnology; Engineering; Geometry; Mathematics; Art; Visual arts","authors":[{"name":"Dixit Guleria","is_ca":false},{"name":"Mariya Edeleva","is_ca":false},{"name":"Shouren Ge","is_ca":true},{"name":"Jaap den Doelder","is_ca":false},{"name":"Ludwig Cardon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00717838158572183,"gpt":0.2300830021788888,"spread":0.222904620593167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005160509,0.0001769263,0.0003785093,0.0002298206,0.00004562391,0.00003580305,0.0001041373,0.00006457083,0.0005044105],"category_scores_gemma":[0.0006354423,0.0001094836,0.0001453955,0.0002170648,0.0001040358,0.0001388049,0.00006246982,0.0001717066,9.94794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003651315,"about_ca_system_score_gemma":0.0001515047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004870669,"about_ca_topic_score_gemma":0.000003915183,"domain_scores_codex":[0.9981874,0.0001730912,0.0007952264,0.0001946633,0.0004778807,0.0001717624],"domain_scores_gemma":[0.9990167,0.000112576,0.0004654382,0.0001225862,0.0002101423,0.00007255026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001321746,0.0001163588,0.0001125293,0.0003896326,0.00007581901,0.00000913791,0.001355689,0.003895588,0.9918237,0.000019124,0.00001971433,0.0008609581],"study_design_scores_gemma":[0.0003620547,0.001306634,0.0007600606,0.001782553,0.00008015683,0.00002560579,0.00007388026,0.01041699,0.985056,0.00001605561,0.0000143257,0.0001056817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904911,0.00330533,0.005461613,0.00005852075,0.0004623399,0.0001513105,0.00003553503,0.0000139949,0.00002026607],"genre_scores_gemma":[0.9988221,0.00006076196,0.0009904226,0.00001091175,0.00004607537,0.000004718162,0.000003623057,0.00001840809,0.00004297128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008331018,"threshold_uncertainty_score":0.5522941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161061377","doi":"10.1177/8756087905057006","title":"Evaluation of Stresses in a Two-Layer Co-Extruded LDPE Melt Blown Film","year":2005,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Low-density polyethylene; Materials science; Composite material; Transverse plane; Blow molding; Isothermal process; Stress (linguistics); Birefringence; Layer (electronics); Rheology; Mechanics; Polyethylene; Thermodynamics; Optics; Structural engineering","authors":[{"name":"E. Gamache","is_ca":true},{"name":"J.F Agassant","is_ca":false},{"name":"Y. Demay","is_ca":false},{"name":"Pierre G. Lafleur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229458870025145,"gpt":0.3069160791671887,"spread":0.2846214904669372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698827,0.0001558836,0.0003972633,0.0002058707,0.00004850745,0.00001039252,0.0001722388,0.00008329953,0.0003437638],"category_scores_gemma":[0.005020133,0.0001364109,0.0001201887,0.0001737862,0.00005787974,0.0001674774,0.00004503528,0.0004090159,0.00001014309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387893,"about_ca_system_score_gemma":0.0001004067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581155,"about_ca_topic_score_gemma":0.00007700785,"domain_scores_codex":[0.9980558,0.0001081577,0.0008378466,0.0001293419,0.0006147077,0.0002541872],"domain_scores_gemma":[0.997804,0.001155017,0.0004389325,0.0001013371,0.0004436094,0.00005713538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001198861,0.0001496659,0.01174925,0.00006564999,0.0002375203,0.0000152499,0.0009439819,0.845282,0.1376467,0.0005784439,0.0005874451,0.002624183],"study_design_scores_gemma":[0.001921495,0.0000663518,0.00937741,0.0003928927,0.0002215183,0.00002751905,0.0002993352,0.9757215,0.01164988,0.000152704,0.00003228885,0.0001370549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883819,0.0009800567,0.007706209,0.0001028925,0.0003579166,0.00007063714,0.000008300081,0.00001264086,0.002379451],"genre_scores_gemma":[0.9958983,0.00006979352,0.003648,0.00001491443,0.0002486284,0.000003666927,0.00000274601,0.00001565271,0.00009826593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304395,"threshold_uncertainty_score":0.6009931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124407516","doi":"10.1177/8756087907087466","title":"A Study of Heat Transfer in the Blown Film Process","year":2007,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mechanics; Heat transfer; Materials science; Heat transfer coefficient; Airflow; Turbulence; Fluent; Body orifice; Film temperature; Thermodynamics; Bubble; Aerodynamics; Reynolds number; Computational fluid dynamics; Mechanical engineering; Physics; Nusselt number; Engineering","authors":[{"name":"Z. Zhang","is_ca":true},{"name":"Pierre G. Lafleur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008154189736238302,"gpt":0.2249921457637194,"spread":0.2168379560274811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089353,0.0001295945,0.0002564306,0.0001918492,0.0000338317,0.00002314252,0.0002453438,0.00004905564,0.00002879604],"category_scores_gemma":[0.0001608679,0.00008866216,0.00008784275,0.0002909067,0.00001487059,0.00009455048,0.000008285268,0.0003924405,0.000001308855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003116446,"about_ca_system_score_gemma":0.00002139358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324791,"about_ca_topic_score_gemma":0.0001052056,"domain_scores_codex":[0.9985768,0.00003034861,0.0007009622,0.00007506977,0.0003810065,0.0002357767],"domain_scores_gemma":[0.9992268,0.0005253547,0.0000339525,0.0000930883,0.0000737756,0.00004701897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006791755,0.0002963237,0.01299882,0.0001175106,0.00006974569,0.0001797823,0.01011873,0.9739115,0.00184592,0.00002494009,0.00008924174,0.0002795887],"study_design_scores_gemma":[0.003252098,0.001105283,0.1481549,0.0006750104,0.0001703848,0.0002101925,0.00956491,0.8357832,0.0006365292,0.0000395785,0.00009557193,0.0003122859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964145,0.0001581588,0.002098044,0.00001295212,0.000401596,0.0001301657,0.0000025906,0.00001077032,0.0007712551],"genre_scores_gemma":[0.9997385,0.00001133936,0.00009411319,0.00001167707,0.0001196567,0.000001742819,4.844599e-7,0.00001846153,0.00000404702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381283,"threshold_uncertainty_score":0.3615538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139112985","doi":"10.1177/8756087906064891","title":"Orientation,Structure and Properties of Double-Bubble Oriented Lldpe Films","year":2006,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Linear low-density polyethylene; Ultimate tensile strength; Materials science; Lamellar structure; Microstructure; Perpendicular; Composite material; Tear resistance; Bubble; Fourier transform infrared spectroscopy; Polyethylene; Morphology (biology); Optics; Geometry; Mathematics; Physics","authors":[{"name":"Arthur Bobovitch","is_ca":false},{"name":"Saïd Elkoun","is_ca":false},{"name":"Abdellah Ajji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007576346423845959,"gpt":0.2055977677444761,"spread":0.1980214213206301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002477416,0.0001141131,0.0002369747,0.00009899017,0.0001161949,0.00006321162,0.0001304525,0.00004404974,0.00009362669],"category_scores_gemma":[0.0001446057,0.00008223284,0.00005039895,0.000133611,0.00009553425,0.0002609357,0.00004131949,0.0001096221,0.0000026005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001647013,"about_ca_system_score_gemma":0.00006718602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116942,"about_ca_topic_score_gemma":0.000007138037,"domain_scores_codex":[0.9988111,0.00004232971,0.0005319871,0.0001198955,0.0003104241,0.0001842623],"domain_scores_gemma":[0.9990162,0.0001333152,0.0005181139,0.00007912133,0.0001991656,0.00005414272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001982508,0.00003143557,0.01020175,0.00006865962,0.00001088497,0.000006129798,0.0004535145,0.001496127,0.9870399,0.0002258102,0.0002170064,0.00005053001],"study_design_scores_gemma":[0.0009706474,0.0001630097,0.0133687,0.0003791837,0.0000608455,0.000127022,0.0003144113,0.0006378803,0.9837124,0.0000706687,0.00008477321,0.0001104143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978781,0.0007635236,0.0003760213,0.0000284543,0.0006896587,0.00003978881,0.00001005109,0.00001348871,0.0002008881],"genre_scores_gemma":[0.9971551,0.000004355528,0.002554479,0.000009684471,0.0001587429,7.615924e-7,0.000001916056,0.000009706881,0.0001052176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003327457,"threshold_uncertainty_score":0.3353358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133704444","doi":"10.1177/8756087906073121","title":"A New Family of sHDPE Polymers for Enhanced Moisture Barrier Performance","year":2006,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Chemicals (Canada)","funders":"NOVA Chemicals","keywords":"High-density polyethylene; Materials science; Moisture; Polyethylene; Polymer; Composite material; Polymer chemistry","authors":[{"name":"Norman Aubee","is_ca":true},{"name":"Patrick W. K. Lam","is_ca":true},{"name":"Sarah Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005124546991102779,"gpt":0.2065406771497047,"spread":0.2014161301586019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003865414,0.0001237231,0.00022349,0.00007368851,0.00007545045,0.00002304716,0.0002372834,0.00005494935,0.0001792642],"category_scores_gemma":[0.0001555115,0.0001009338,0.0001471849,0.0001447445,0.00004984266,0.0001819879,0.00005830179,0.0001371505,0.000005694345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000595872,"about_ca_system_score_gemma":0.0000210398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366193,"about_ca_topic_score_gemma":0.000009502754,"domain_scores_codex":[0.9987822,0.00001913082,0.0005176013,0.0001289978,0.000333065,0.0002189824],"domain_scores_gemma":[0.9991186,0.0001935659,0.0005015652,0.0000978285,0.00002166846,0.00006672633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004587194,0.0001429154,0.06937928,0.0002044576,0.00009477162,0.00001027926,0.0005873325,0.08835487,0.6956353,0.0001270194,0.04759799,0.09740712],"study_design_scores_gemma":[0.003639453,0.002621903,0.6555985,0.001625499,0.0004274447,0.00003688939,0.0009914079,0.02498912,0.284205,0.001659674,0.02322325,0.0009818615],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176456,0.00008019166,0.06488148,0.00003849002,0.0003029548,0.0001149372,0.000002862546,0.00001937913,0.01691404],"genre_scores_gemma":[0.9744484,0.00002200243,0.02407403,0.00003792285,0.0001865381,0.000002141436,0.000001103561,0.00001397764,0.001213821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5862192,"threshold_uncertainty_score":0.4115962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100209967","doi":"10.1177/8756087904045438","title":"Advanced Solution Process Technology for Cast Film Applications: New Opportunities Using Novel Catalyst Technologies","year":2004,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Chemicals (Canada)","funders":"University of Waterloo; NOVA Chemicals","keywords":"Materials science; Rheology; Polyethylene; Linear low-density polyethylene; Polymerization; Catalysis; Composite material; Polymer; Process engineering; Polymer science; Organic chemistry","authors":[{"name":"Norman Aubee","is_ca":true},{"name":"K. W. Ho","is_ca":true},{"name":"Philippa J. Hocking","is_ca":true},{"name":"Tony Tikuisis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04957995929802902,"gpt":0.2989639740815541,"spread":0.2493840147835251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694872,0.0001597949,0.0002816073,0.0003869722,0.0003476496,0.00008797347,0.0005711926,0.0001309356,0.00001469848],"category_scores_gemma":[0.000974299,0.0001365227,0.00007967895,0.0004533075,0.0002355728,0.0006710542,0.00008131695,0.0001790376,0.000006090935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274263,"about_ca_system_score_gemma":0.0007600948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003075344,"about_ca_topic_score_gemma":0.00001611417,"domain_scores_codex":[0.9984885,0.000007251848,0.0005866224,0.0002235752,0.0002890341,0.0004050074],"domain_scores_gemma":[0.998534,0.0001777661,0.0007613703,0.0001742315,0.0002743121,0.00007831313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004577807,0.00006251708,0.00007250135,0.00008137708,0.00001192279,0.000006841466,0.0003341913,0.02656381,0.9635168,0.0009810338,0.00004750317,0.008275679],"study_design_scores_gemma":[0.002170333,0.0005875182,0.00008003335,0.001179567,0.0001748467,0.001147494,0.01562641,0.007007536,0.9594747,0.009927321,0.002058052,0.0005662268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5425588,0.001040913,0.4544628,0.0009171772,0.0005405355,0.0002515886,0.00003474346,0.0001298112,0.00006367808],"genre_scores_gemma":[0.9206177,0.0000358254,0.07908432,0.00003071791,0.0001529099,0.0000268876,0.000002773403,0.0000148668,0.00003397591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.378059,"threshold_uncertainty_score":0.5567234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160345284","doi":"10.1177/8756087910380310","title":"Quantification of Emission Compounds Generated During Commercial-Scale Processing of Advanced Sclairtech TM Polyethylene","year":2010,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Formaldehyde; Propionaldehyde; Polyethylene; Inhalation exposure; Acetaldehyde; Materials science; Nuclear chemistry; Chemistry; Organic chemistry; Ethanol","authors":[{"name":"Tony Tikuisis","is_ca":true},{"name":"Grahame N. Taylor","is_ca":true},{"name":"Kenneth L. Sonnenberg","is_ca":true},{"name":"Joseph E. Cavanagh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007653683946140355,"gpt":0.2351174181689477,"spread":0.2274637342228074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004128578,0.0001606808,0.0004082658,0.000134469,0.00009695008,0.00001529311,0.0002676045,0.0001382324,0.00005541396],"category_scores_gemma":[0.0008388251,0.0001369143,0.0001477221,0.0003076497,0.00006959224,0.0001607129,0.00007921429,0.0006022423,0.000001131959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004928264,"about_ca_system_score_gemma":0.0000498039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001410329,"about_ca_topic_score_gemma":0.000004632414,"domain_scores_codex":[0.9981769,0.00002357036,0.001040061,0.0001511724,0.0003875888,0.000220657],"domain_scores_gemma":[0.9982193,0.0002637395,0.0009451404,0.0001586306,0.000295999,0.0001172201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001881669,0.0001249439,0.0009312764,0.0004998742,0.00002642026,0.000003173958,0.0002140556,0.01766817,0.9766372,0.00002341985,0.00004132998,0.003641979],"study_design_scores_gemma":[0.0008544697,0.00004715076,0.009408138,0.0009347093,0.0000722122,0.00001738771,0.0001581302,0.03835059,0.9498506,0.00002591409,0.0001343805,0.0001463789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904746,0.0001708094,0.008599815,0.00008975657,0.0003555083,0.00006593049,0.000005251941,0.00002572932,0.0002125837],"genre_scores_gemma":[0.9921096,0.00003473951,0.007585485,0.000005393538,0.0001884162,0.000001296945,0.000006946847,0.00002334165,0.00004476753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678666,"threshold_uncertainty_score":0.5583202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2504028702","doi":"10.1177/8756087916663031","title":"Thermal wrinkling behavior of formable decorative film laminates","year":2016,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Composite material; Viscoelasticity; Wrinkle; Thermal; Stiffness; Substrate (aquarium); Layer (electronics); Thermodynamics","authors":[{"name":"Ganesh Balamurugan","is_ca":true},{"name":"Rohan N. Pukadyil","is_ca":true},{"name":"Mahdy M Malayery","is_ca":true},{"name":"Michael R. Thompson","is_ca":true},{"name":"J. Vlachopoulos","is_ca":true},{"name":"Kent E. Nielsen","is_ca":false},{"name":"Frank A. Brandys","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00699646563960849,"gpt":0.2101704022663215,"spread":0.203173936626713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262331,0.0001274948,0.0002700436,0.00007939224,0.00003776676,0.00001467634,0.000126358,0.00005670139,0.0001634467],"category_scores_gemma":[0.0002978368,0.00008466444,0.00008726386,0.00006018967,0.0000181518,0.0003213899,0.0000322852,0.0001056783,0.000006663226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004754743,"about_ca_system_score_gemma":0.00002475427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.388419e-7,"about_ca_topic_score_gemma":0.000001485535,"domain_scores_codex":[0.9990157,0.00001588043,0.0005197471,0.00006368739,0.000159251,0.0002257378],"domain_scores_gemma":[0.9991025,0.0003359804,0.0002929318,0.00007152809,0.0001341311,0.00006290273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003829242,0.00002070952,0.0002662218,0.00007636665,0.00003505831,0.00002345278,0.000192646,0.02508887,0.9687073,0.0001343237,0.00009044257,0.005326287],"study_design_scores_gemma":[0.001261474,0.0003916888,0.002296546,0.001293113,0.0001461449,0.00006165021,0.0004489241,0.01935462,0.9735698,0.0002498695,0.0006352139,0.000290944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555676,0.000144064,0.0428409,0.000005313154,0.001026881,0.00005051933,0.00001666292,0.0000253151,0.0003227491],"genre_scores_gemma":[0.9926011,0.00007380518,0.007076304,0.000003024582,0.0001672463,0.000002972994,5.746879e-7,0.00002728254,0.0000477173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03703348,"threshold_uncertainty_score":0.3452516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408514750","doi":"10.1177/87560879251325804","title":"Non-PFAS polymer processing aids: Slip velocity measurements and time-to-clear studies in blown film extrusion","year":2025,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Extrusion; Slip (aerodynamics); Materials science; Composite material; Polymer; Engineering; Aerospace engineering","authors":[{"name":"Jeh‐Chang Yang","is_ca":false},{"name":"Ahmad Arefi","is_ca":false},{"name":"Vladimir Gritsichine","is_ca":false},{"name":"Costas Tzoganakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01807743065250141,"gpt":0.2693530055315855,"spread":0.2512755748790841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007549158,0.0002046608,0.000495541,0.0002981468,0.0001889106,0.00002546285,0.0001554901,0.0001048599,0.0000399379],"category_scores_gemma":[0.00247223,0.0001747235,0.000074337,0.0003312551,0.00008600036,0.000142864,0.0002131251,0.0004379434,0.00001306962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290942,"about_ca_system_score_gemma":0.00005902326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006724795,"about_ca_topic_score_gemma":0.000004207971,"domain_scores_codex":[0.998526,0.00003934341,0.0006487654,0.0002049977,0.0002610053,0.000319858],"domain_scores_gemma":[0.9989063,0.000533704,0.000199671,0.00007818499,0.000207558,0.00007463142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001721457,0.0004398026,0.1148324,0.002170901,0.001800835,0.0002207959,0.01175311,0.101788,0.7403738,0.0003010128,0.004142961,0.02045499],"study_design_scores_gemma":[0.003236386,0.0004255271,0.04591677,0.00877891,0.0003794477,0.0000626154,0.002262645,0.9274329,0.01060063,0.0001788293,0.00009803636,0.000627295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823014,0.00491137,0.01039304,0.0001954539,0.0004917752,0.0001021457,0.00000224409,0.00002598459,0.001576547],"genre_scores_gemma":[0.9942364,0.00007914916,0.003851311,0.00009512055,0.000113237,0.000004556548,5.806626e-7,0.0000181089,0.001601574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825645,"threshold_uncertainty_score":0.7125016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112360743","doi":"10.1177/8756087902034636","title":"Effect of Aging on Film Properties of Ethylene-Alpha-Olefin Copolymers","year":2002,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University","keywords":"Copolymer; Ethylene; Materials science; Olefin fiber; Toughness; Accelerated aging; Polymer; Thin film; Polymer chemistry; Composite material; Chemical engineering; Organic chemistry; Catalysis; Nanotechnology; Chemistry","authors":[{"name":"Harry Mavridisy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771775495947056,"gpt":0.2276303972290345,"spread":0.209912642269564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031912,0.0001893396,0.0004929374,0.0002126131,0.00009669585,0.00004179347,0.0002949086,0.00006770816,0.0009939872],"category_scores_gemma":[0.001263416,0.0001272339,0.0001655533,0.0001699406,0.0002117373,0.0002211372,0.00005419107,0.0001862654,0.00002282041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003470667,"about_ca_system_score_gemma":0.0000474903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002911687,"about_ca_topic_score_gemma":0.000001969531,"domain_scores_codex":[0.9978228,0.0003316957,0.0008608995,0.0001439195,0.0005722356,0.0002684203],"domain_scores_gemma":[0.9980726,0.0006288065,0.0009112658,0.0001424015,0.0001514096,0.00009349507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002661138,0.00006291606,0.0007083396,0.0004653907,0.00003259829,0.00000978179,0.001794719,0.00545592,0.9893724,0.00002596233,0.0003371235,0.001468727],"study_design_scores_gemma":[0.0007358632,0.001213608,0.0002119597,0.001788902,0.00007083149,0.00002883807,0.0002847433,0.00428999,0.9911119,0.000003103821,0.0001267087,0.0001335114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950479,0.00281548,0.0001831549,0.00008030957,0.0007320361,0.00007822322,0.000009478594,0.00001675124,0.00103669],"genre_scores_gemma":[0.9993413,0.00007618913,0.0001742215,0.00005042475,0.0001092487,0.000001753716,4.127899e-7,0.0000213377,0.0002251083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004293427,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386988948","doi":"10.1177/87560879231204143","title":"Global food contact regulation updates for 4 <sup>th</sup> quarter 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food contact materials; Food packaging; Business; Food industry; Quarter (Canadian coin); Government regulation; Government (linguistics); Commerce; Materials science; Engineering; Food science; Political science; Mechanical engineering; Geography; Chemistry; China","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009951036112016106,"gpt":0.2218823938894936,"spread":0.2119313577774775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000710909,0.0001757227,0.0002507082,0.00008430806,0.0001966925,0.00007864799,0.0001992604,0.00009998697,0.0009147219],"category_scores_gemma":[0.00120753,0.000150818,0.0001732614,0.0003799144,0.000048612,0.0002460004,0.0000713276,0.0001361687,0.0003312671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084563,"about_ca_system_score_gemma":0.00003976157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002349445,"about_ca_topic_score_gemma":0.00004097796,"domain_scores_codex":[0.9983064,0.00005317728,0.0006081493,0.0002056271,0.0004142923,0.000412374],"domain_scores_gemma":[0.9982946,0.0009780264,0.0004256446,0.0001045847,0.0000447874,0.000152355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005377603,0.0001243431,0.06606055,0.0001020228,0.0001971025,0.0000418679,0.0006289747,0.7021762,0.01667546,0.0009614041,0.2093839,0.003110412],"study_design_scores_gemma":[0.001962035,0.00143805,0.4101298,0.0003122613,0.0001919235,0.0001443549,0.0005447612,0.5716975,0.0003952376,0.003074958,0.009702487,0.0004066728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597671,0.00002677642,0.0378958,0.0001656997,0.0009006622,0.0001532225,0.0001855029,0.00003159509,0.0008736643],"genre_scores_gemma":[0.9975381,0.00000811574,0.001888701,0.0000403256,0.0003531851,0.000003796582,0.0000270059,0.00001482713,0.000125892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440692,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399642808","doi":"10.1177/87560879241262889","title":"Global food contact regulation updates for 2nd quarter 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360640661014323,"gpt":0.228925330653075,"spread":0.2153189240429318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125444,0.0001000781,0.0001628972,0.00001511878,0.0001153273,0.000142553,0.0001237499,0.00005774728,0.0004582496],"category_scores_gemma":[0.0002311949,0.00003793128,0.0002006257,0.0001974951,0.00001564479,0.0002119468,0.00001849677,0.000101226,0.00001329349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171898,"about_ca_system_score_gemma":0.00001891919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009408647,"about_ca_topic_score_gemma":0.0001121388,"domain_scores_codex":[0.9990888,0.00003451664,0.0003706804,0.0001288111,0.0001861808,0.0001910323],"domain_scores_gemma":[0.9989288,0.0007446461,0.0001386379,0.00001938796,0.00009820883,0.00007034934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002962561,0.0005366734,0.02308955,0.0007890841,0.00143605,0.0002081977,0.001159335,0.007466245,0.340087,0.03080583,0.2986216,0.2928379],"study_design_scores_gemma":[0.001304271,0.01400514,0.7348872,0.002031868,0.0004665096,0.0004620398,0.002406495,0.03531745,0.002085864,0.01475407,0.1914889,0.0007901838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941403,0.0007988827,0.0006426756,0.001785423,0.001750417,0.00008777235,0.0001028852,0.00002617483,0.0006654804],"genre_scores_gemma":[0.9984187,0.00001070319,0.0004074075,0.00004797493,0.001017097,0.000001803887,0.00001335879,9.317162e-7,0.00008200031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117977,"threshold_uncertainty_score":0.5017512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405644340","doi":"10.1177/87560879241308062","title":"Global food contact regulation updates for 4th quarter 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0140744426107959,"gpt":0.2299727304972274,"spread":0.2158982878864315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157596,0.0001009063,0.0001645076,0.00001523453,0.000114676,0.0001399246,0.0001262607,0.00005690662,0.0003797354],"category_scores_gemma":[0.0002276197,0.00003800516,0.0002036176,0.0002016043,0.00001518232,0.0002116459,0.00001856658,0.0001024371,0.00001530638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004322514,"about_ca_system_score_gemma":0.00002048388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009594487,"about_ca_topic_score_gemma":0.00009819031,"domain_scores_codex":[0.9990824,0.00003522403,0.0003702823,0.0001293109,0.0001893398,0.0001934586],"domain_scores_gemma":[0.9989426,0.000727266,0.0001407572,0.00001959465,0.00009875179,0.00007098989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002921765,0.0005414505,0.02098924,0.0007730784,0.001405751,0.0001954771,0.001112548,0.007555726,0.3301327,0.03510679,0.3089639,0.2903016],"study_design_scores_gemma":[0.001606345,0.01790283,0.6902129,0.002552444,0.0005780276,0.0005517844,0.002904298,0.04601324,0.00248761,0.01768955,0.2165222,0.000978746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936816,0.0007611961,0.0007806006,0.001844123,0.001863649,0.0000940567,0.0001096928,0.00002987439,0.0008352306],"genre_scores_gemma":[0.9983868,0.00001073132,0.0004280811,0.00005091982,0.001015238,0.000001849018,0.00001395666,9.451879e-7,0.00009147247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6692236,"threshold_uncertainty_score":0.4157836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402738843","doi":"10.1177/87560879241284138","title":"Global food contact regulation updates for 3rd quarter 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138733207245604,"gpt":0.229404554548248,"spread":0.2155312338236876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157908,0.0001014704,0.0001656588,0.00001536925,0.0001149013,0.0001412969,0.000127761,0.00005864003,0.0003832541],"category_scores_gemma":[0.0002368322,0.0000384484,0.0002086716,0.0002019699,0.00001547552,0.0002136535,0.00001895753,0.0001033193,0.00001650995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327401,"about_ca_system_score_gemma":0.00001950369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008020584,"about_ca_topic_score_gemma":0.00008705163,"domain_scores_codex":[0.9990729,0.00003535102,0.0003776341,0.0001299624,0.0001896278,0.0001944918],"domain_scores_gemma":[0.9989136,0.0007538838,0.0001409315,0.00001972361,0.0001005829,0.00007127368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002908556,0.0005373898,0.02024112,0.0007597514,0.001381614,0.0001987253,0.001075687,0.007133788,0.3195413,0.03205081,0.3141902,0.2999811],"study_design_scores_gemma":[0.001453653,0.01677291,0.7037135,0.002344742,0.0005355048,0.0005187929,0.0026321,0.0407922,0.00239697,0.01689534,0.2110325,0.0009117675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936989,0.0007502149,0.0007434585,0.001971678,0.001898192,0.00009244135,0.0001054088,0.00002961142,0.0007101223],"genre_scores_gemma":[0.9983711,0.00001055807,0.0004305425,0.00005191949,0.001036361,0.000001923891,0.00001358061,9.496861e-7,0.00008303634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834724,"threshold_uncertainty_score":0.4196363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416887588","doi":"10.1177/87560879251406979","title":"Global food contact regulation updates for 4th quarter 2025","year":2025,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Food supply; Consumption (sociology); Food security","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0123489419152909,"gpt":0.2343355917900883,"spread":0.2219866498747974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000379236,0.0000949805,0.0001932783,0.00001631914,0.0001686996,0.00006192578,0.0001605657,0.00006050418,0.0001350683],"category_scores_gemma":[0.0004392946,0.00003811641,0.000171777,0.0002161707,0.00001641978,0.0001402045,0.00002438718,0.00007955979,0.000003791671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334455,"about_ca_system_score_gemma":0.00002541798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001363043,"about_ca_topic_score_gemma":0.0001513122,"domain_scores_codex":[0.9991099,0.00004454693,0.0004017277,0.0001122043,0.000144517,0.0001870662],"domain_scores_gemma":[0.9987718,0.0007323254,0.000254322,0.0000242266,0.0001665284,0.00005082462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006459935,0.001054081,0.1653714,0.0004456139,0.001392797,0.00003837703,0.0004983206,0.009791205,0.2971095,0.05416831,0.2189858,0.2446846],"study_design_scores_gemma":[0.001113587,0.003295583,0.9580688,0.0004937698,0.0001471927,0.00002143069,0.0008186342,0.003424869,0.001316638,0.006075405,0.02499987,0.0002241694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939966,0.0002212129,0.001319728,0.002090299,0.0007968982,0.0001043592,0.00005154275,0.00001481962,0.001404495],"genre_scores_gemma":[0.9988414,0.000007000144,0.000579729,0.0001376175,0.0003299039,0.000001954019,0.00001254767,4.304452e-7,0.00008941803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7926974,"threshold_uncertainty_score":0.1554342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389862417","doi":"10.1177/87560879231222351","title":"Global food contact regulation updates for 4 <sup>th</sup> Quarter 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Food contact materials; Environmental science; Materials science; Nanotechnology; Food packaging; Food science; Chemistry; Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0188463580945635,"gpt":0.2298116049480586,"spread":0.210965246853495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000634428,0.0001265649,0.0002324773,0.00002413516,0.0002242262,0.00007969631,0.0001986296,0.00007902137,0.0002560515],"category_scores_gemma":[0.0005790381,0.00005295093,0.0002238299,0.0004074479,0.00002123407,0.0002082993,0.00003585574,0.0001026778,0.00004719806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004030223,"about_ca_system_score_gemma":0.00001792078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001593562,"about_ca_topic_score_gemma":0.00009823607,"domain_scores_codex":[0.9987285,0.00006018989,0.0004793103,0.0001518731,0.0002686029,0.0003115845],"domain_scores_gemma":[0.998404,0.0009933069,0.0003079044,0.00003169924,0.0001622122,0.0001009216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005410074,0.0008023701,0.09803291,0.0004306402,0.00135298,0.0001902554,0.002024328,0.1469559,0.1936055,0.009864509,0.3757432,0.1655873],"study_design_scores_gemma":[0.001203399,0.005485149,0.9293738,0.0003347946,0.0001189007,0.00007889359,0.002778532,0.03707411,0.0004693465,0.003488898,0.01921895,0.0003752317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972054,0.0000700909,0.0001537483,0.001585958,0.0004064808,0.0001062109,0.0001228912,0.00003720559,0.0003120595],"genre_scores_gemma":[0.9986825,0.00001161421,0.0002774434,0.00006712102,0.0008308819,0.000003466969,0.00005080862,0.000001292626,0.00007488767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8313409,"threshold_uncertainty_score":0.2803584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306173913","doi":"10.1177/87560879221134856","title":"Global food contact regulation updates for 4 <sup>th</sup> quarter 2022","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Materials science; History","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01241980644968005,"gpt":0.2097695070427445,"spread":0.1973497005930645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007162652,0.0001192502,0.0002223452,0.00001834123,0.0005008617,0.00005870745,0.0002541949,0.00003952457,0.001248268],"category_scores_gemma":[0.0002938686,0.00005404911,0.0002304186,0.000253095,0.00001754144,0.0001735798,0.00007276779,0.0001703181,0.000004245316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009265279,"about_ca_system_score_gemma":0.00002491612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624169,"about_ca_topic_score_gemma":0.0000505779,"domain_scores_codex":[0.9986216,0.0001208824,0.0004752904,0.0001553209,0.0003634246,0.0002634613],"domain_scores_gemma":[0.9986663,0.000700657,0.0003984226,0.00003265606,0.000116221,0.00008574832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01040524,0.002024969,0.09484927,0.0002358798,0.001307375,0.0001636692,0.003036398,0.3366897,0.1917239,0.01533144,0.1953747,0.1488574],"study_design_scores_gemma":[0.003388699,0.02653166,0.7765707,0.0002038917,0.0003144672,0.0005732974,0.01297038,0.05316962,0.0007051403,0.006504397,0.1181597,0.0009079724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972081,0.0001851694,0.000183367,0.001385673,0.0004416565,0.0001186667,0.0001994091,0.00001659682,0.0002613348],"genre_scores_gemma":[0.9988709,0.000004423949,0.0003291006,0.0001420915,0.0005578116,0.000008041272,0.00004657294,0.000001221275,0.00003984546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6817214,"threshold_uncertainty_score":0.9996647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313522784","doi":"10.1177/87560879221147974","title":"Global food contact regulation updates for 1 <sup>st</sup> quarter 2023","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Materials science; Environmental science; Nanotechnology; Geography; Archaeology","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459074260421375,"gpt":0.2137572097779457,"spread":0.199166467173732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006424625,0.0001145448,0.0002164154,0.00001696908,0.0004491343,0.00005923869,0.0002365464,0.00003992234,0.001153159],"category_scores_gemma":[0.0003019539,0.00005130607,0.0002190807,0.00024531,0.0000169372,0.0001645791,0.00006397144,0.0001508375,0.000005444927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008041746,"about_ca_system_score_gemma":0.00002278953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911649,"about_ca_topic_score_gemma":0.00006447131,"domain_scores_codex":[0.9987028,0.0001047149,0.0004600341,0.0001477334,0.0003287746,0.0002559701],"domain_scores_gemma":[0.9986806,0.0007137876,0.000374549,0.0000301656,0.0001173939,0.00008353504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00873273,0.001719163,0.07441803,0.000240584,0.001251355,0.0001594437,0.002008628,0.4053767,0.09519747,0.01212791,0.2908567,0.1079112],"study_design_scores_gemma":[0.003233673,0.02392168,0.7421492,0.0002517916,0.0003097332,0.0005367212,0.0115304,0.07263933,0.0004437373,0.006560914,0.1375399,0.0008829845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970552,0.0001440725,0.0001456573,0.001474942,0.0004338527,0.0001126464,0.0003136304,0.00001539501,0.0003046133],"genre_scores_gemma":[0.998886,0.000003418714,0.0003286143,0.0001169069,0.0005542705,0.000007067259,0.0000549682,0.000001104469,0.00004758635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6677312,"threshold_uncertainty_score":0.9997599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411501299","doi":"10.1177/87560879251350587","title":"Global food contact regulation updates for 2 <sup>nd</sup> quarter 2025","year":2025,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01204736585034501,"gpt":0.2309070572616482,"spread":0.2188596914113032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591931,0.0001249735,0.0002436058,0.0000222769,0.0002188471,0.00008236432,0.000206116,0.00008310065,0.0002056858],"category_scores_gemma":[0.0005632465,0.00005240233,0.0002177381,0.0002661764,0.00002280093,0.0001832435,0.00003213295,0.0001085973,0.000006313015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005714116,"about_ca_system_score_gemma":0.00003323605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613769,"about_ca_topic_score_gemma":0.00009144953,"domain_scores_codex":[0.9988616,0.00006210022,0.0005000514,0.000146922,0.0001856468,0.0002436412],"domain_scores_gemma":[0.9985073,0.0009136652,0.0002786179,0.00003284572,0.0001992506,0.00006837847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008206013,0.001453266,0.1654449,0.0006330082,0.002007058,0.00006397845,0.001232768,0.07037455,0.1285855,0.04693178,0.3046088,0.2704584],"study_design_scores_gemma":[0.001906711,0.004970858,0.9196345,0.0008142567,0.0002614339,0.00004318988,0.0020115,0.02241044,0.001108366,0.00768057,0.03875799,0.000400148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945928,0.000252457,0.001086149,0.002268753,0.0004719977,0.0001260792,0.00006861972,0.00001902567,0.001114087],"genre_scores_gemma":[0.9986203,0.0000072086,0.0006468681,0.000162733,0.0004275154,0.000002879,0.00001924471,6.730643e-7,0.0001125697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7541897,"threshold_uncertainty_score":0.2252115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220931429","doi":"10.1177/87560879221089428","title":"Regulatory expert corner global food contact regulation updates for 1st quarter 2022","year":2022,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Food packaging; Food contact materials; Engineering; Mechanical engineering; Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01467673323828646,"gpt":0.2146402877214973,"spread":0.1999635544832108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006784793,0.0001235771,0.0002256604,0.00001663097,0.0004867419,0.00004837533,0.0002419578,0.00004303098,0.001174952],"category_scores_gemma":[0.0002074186,0.00005633957,0.0002279282,0.000196131,0.0000240391,0.0001712594,0.00007053214,0.0001671668,0.000003297462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148545,"about_ca_system_score_gemma":0.00002748335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001522026,"about_ca_topic_score_gemma":0.00005248663,"domain_scores_codex":[0.9986048,0.0001194854,0.0004793911,0.000165,0.0003810771,0.0002502643],"domain_scores_gemma":[0.9987584,0.0005431388,0.0004471447,0.00004040682,0.0001222578,0.00008859111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005589772,0.0009908987,0.0245984,0.00007880955,0.0005785632,0.00007149193,0.001313671,0.01368334,0.6857592,0.008312228,0.1882601,0.07076345],"study_design_scores_gemma":[0.002196592,0.01310079,0.8652082,0.0001496796,0.0001250859,0.0003393221,0.007241244,0.006008996,0.001708006,0.002405037,0.1008702,0.0006467942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968178,0.0004174876,0.0001014048,0.00117183,0.001007218,0.0001140568,0.0001225902,0.00001788699,0.0002297394],"genre_scores_gemma":[0.9987491,0.0000061678,0.0002720756,0.0002224177,0.0006518692,0.00001059246,0.00003834422,0.000001478565,0.00004795666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8406098,"threshold_uncertainty_score":0.9997381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380203886","doi":"10.1177/87560879231183186","title":"Global food contact regulation updates for 3 <sup>rd</sup> quarter 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food contact materials; Food packaging; Business; Food industry; Government (linguistics); Quarter (Canadian coin); Government regulation; Commerce; Materials science; Nanotechnology; Marketing; Engineering; Food science; Political science; Mechanical engineering; Chemistry; Geography; China","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009897378445427235,"gpt":0.2215204374232969,"spread":0.2116230589778696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007158997,0.0001752958,0.0002498562,0.00008432781,0.0001980092,0.00007841955,0.0001989971,0.0001002112,0.0009277982],"category_scores_gemma":[0.001254745,0.0001504594,0.0001727956,0.0003793887,0.00004883854,0.0002455095,0.00007165349,0.0001360287,0.0003382165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021494,"about_ca_system_score_gemma":0.00004014809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002417472,"about_ca_topic_score_gemma":0.0000404131,"domain_scores_codex":[0.9983087,0.00005320078,0.0006066347,0.0002051884,0.0004132893,0.0004129603],"domain_scores_gemma":[0.9982911,0.0009813359,0.0004247694,0.0001042169,0.00004541306,0.0001531058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005014181,0.000116149,0.06184219,0.00009722215,0.0001854161,0.00003898794,0.0005987328,0.6757795,0.01516794,0.0007876442,0.2420851,0.002799639],"study_design_scores_gemma":[0.001921876,0.001381423,0.4071852,0.0003006758,0.0001860418,0.0001361015,0.0005121051,0.5735028,0.0003653565,0.002943783,0.01117078,0.0003938574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585303,0.00002560598,0.03903382,0.0002074584,0.0009387202,0.0001574123,0.0001928249,0.00003299108,0.0008808527],"genre_scores_gemma":[0.9975343,0.00000749375,0.001882062,0.0000388377,0.0003540661,0.000003800009,0.00002666023,0.00001473922,0.0001379814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345343,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323311194","doi":"10.1177/87560879231164235","title":"Global Food Contact Regulation Updates for 2 <sup>nd</sup> Quarter 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Materials science; Environmental science; Nanotechnology; Geography; Archaeology","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01872614547937729,"gpt":0.2300522409982143,"spread":0.211326095518837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006344778,0.0001256829,0.0002304282,0.00002412808,0.0002257296,0.000079028,0.0001980003,0.00007904832,0.0002694426],"category_scores_gemma":[0.0005902923,0.00005269362,0.0002226719,0.0004068388,0.00002128411,0.0002075329,0.00003430031,0.0001021958,0.00004712165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121275,"about_ca_system_score_gemma":0.00001851214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001619143,"about_ca_topic_score_gemma":0.0000957131,"domain_scores_codex":[0.9987335,0.00006016677,0.0004767219,0.0001510381,0.0002672002,0.0003113586],"domain_scores_gemma":[0.9984166,0.0009816497,0.0003068818,0.00003149268,0.0001620421,0.0001013234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004943145,0.0007413129,0.08945124,0.0004042673,0.001263721,0.0001784125,0.001937244,0.1438306,0.1709251,0.009038915,0.4281332,0.1491528],"study_design_scores_gemma":[0.001169699,0.005271679,0.9297234,0.0003173194,0.0001147871,0.00007511902,0.002530322,0.03649785,0.0004293667,0.003345755,0.02016223,0.0003625114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972023,0.00007503986,0.0001509139,0.001584293,0.0004138527,0.0001049837,0.0001243507,0.00003768781,0.0003065433],"genre_scores_gemma":[0.9986749,0.00000948102,0.0002746056,0.00006462043,0.0008341973,0.0000034631,0.00005111116,0.000001282034,0.00008636068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402721,"threshold_uncertainty_score":0.2950208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408488032","doi":"10.1177/87560879251328158","title":"Global food contact regulation updates for 1st quarter 2025","year":2025,"lang":"en","type":"article","venue":"Journal of Plastic Film & Sheeting","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography","authors":[{"name":"Huqiu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01236531432792043,"gpt":0.2332543290956534,"spread":0.220889014767733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752087,0.00009528081,0.0001930728,0.00001630242,0.0001747742,0.00006426981,0.0001619701,0.00006143901,0.0001422745],"category_scores_gemma":[0.0004494406,0.00003848366,0.0001732979,0.0002170603,0.00001723875,0.0001410467,0.00002479886,0.00007980646,0.000004134813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004355272,"about_ca_system_score_gemma":0.00002452509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001264909,"about_ca_topic_score_gemma":0.0001584885,"domain_scores_codex":[0.9991063,0.00004366427,0.0004074173,0.0001123297,0.0001434422,0.0001868493],"domain_scores_gemma":[0.9987547,0.0007468095,0.0002537821,0.00002430785,0.0001695406,0.00005087017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006319701,0.001076791,0.165404,0.0004521186,0.001382102,0.00003968363,0.0004845164,0.009348457,0.308386,0.05362621,0.2061899,0.2472905],"study_design_scores_gemma":[0.001005375,0.002857508,0.9630206,0.0004493711,0.0001316064,0.00001994647,0.0007852215,0.002920293,0.001198796,0.004903677,0.02250388,0.0002037781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940055,0.0002241836,0.001153207,0.002272745,0.0008297152,0.0001023584,0.0000546778,0.00001472356,0.001342884],"genre_scores_gemma":[0.9988902,0.000007022813,0.0005301818,0.0001367371,0.0003433165,0.000001998778,0.00001308363,4.332835e-7,0.00007706545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7976165,"threshold_uncertainty_score":0.1569318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}