{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"54f898921e70","filters":{"venue":"Oxford Open Climate Change"}},"results":[{"id":"W3166252781","doi":"10.1093/oxfclm/kgab005","title":"Climate change adaptation to extreme heat: a global systematic review of implemented action","year":2021,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Université Laval; McGill University; Memorial University of Newfoundland","funders":"University of Miami","keywords":"Adaptation (eye); Action (physics); Extreme heat; Climate change adaptation; Climate change; Environmental science; Climatology; Environmental resource management; Psychology; Geology; Oceanography; Neuroscience; Physics","authors":[{"name":"Lynée L. Turek‐Hankins","is_ca":false},{"name":"Erin Coughlan de Perez","is_ca":false},{"name":"Giulia Scarpa","is_ca":false},{"name":"Raquel Ruiz‐Díaz","is_ca":true},{"name":"Patricia Nayna Schwerdtle","is_ca":false},{"name":"Elphin Tom Joe","is_ca":false},{"name":"Eranga K. Galappaththi","is_ca":true},{"name":"Emma M French","is_ca":false},{"name":"Stéphanie Austin","is_ca":false},{"name":"Chandni Singh","is_ca":false},{"name":"Mariella Siña","is_ca":false},{"name":"A.R. Siders","is_ca":false},{"name":"Maarten van Aalst","is_ca":false},{"name":"Sienna Templeman","is_ca":false},{"name":"Abraham Marshall Nunbogu","is_ca":true},{"name":"Lea Berrang‐Ford","is_ca":false},{"name":"Tanvi Agrawal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.324556155394109,"gpt":0.4150579013168755,"spread":0.0905017459227665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001294326,0.0003359272,0.0009334943,0.00005352002,0.0002636398,0.0001026766,0.0005313951,0.0001018292,0.004820513],"category_scores_gemma":[0.0001728517,0.0003095097,0.0001375775,0.00104106,0.00003507656,0.0009714545,0.001338919,0.0001058521,0.0005571127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006099163,"about_ca_system_score_gemma":0.00002042139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235024,"about_ca_topic_score_gemma":0.006005242,"domain_scores_codex":[0.9965953,0.0002399593,0.0009790272,0.0006016022,0.0006010467,0.0009830358],"domain_scores_gemma":[0.9982911,0.00005864229,0.0004169251,0.0007208011,0.00009054519,0.0004219641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004685284,0.001082966,0.01843798,0.9047195,0.00008619134,0.0001864253,0.01005399,0.000006238309,0.002774275,0.001170547,0.007809267,0.05320406],"study_design_scores_gemma":[0.005778406,0.002540369,0.09919879,0.835937,0.001857718,0.0005061689,0.02015162,0.00243255,0.002617623,0.0006451794,0.02492419,0.003410442],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5678278,0.09080849,0.0004860974,0.07998783,0.00568127,0.09636413,0.01583121,0.0009902861,0.1420229],"genre_scores_gemma":[0.264399,0.6543778,0.003174626,0.06506756,0.0006851636,0.009795405,0.002104055,0.0002011871,0.0001952165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5635693,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164975854","doi":"10.1093/oxfclm/kgab002","title":"Prey selection of polar bears in Foxe Basin, NU, Canada: evidence of dietary flexibility in a specialized predator","year":2021,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Environment and Climate Change Canada; Fisheries and Oceans Canada; Government of Nunavut; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Nunavut Wildlife Research Trust","keywords":"Ursus maritimus; Predation; Foraging; Phoca; Biology; Beluga Whale; Ecology; Arctic; Apex predator; Sea ice; Beluga; Habitat; Whale; Fishery; Geography","authors":[{"name":"Melissa P. Galicia","is_ca":true},{"name":"Gregory W. Thiemann","is_ca":true},{"name":"Markus Dyck","is_ca":true},{"name":"Steven H. Ferguson","is_ca":true},{"name":"Ian Stirling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087410123892901,"gpt":0.3193224055857897,"spread":0.2105813931964995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007051133,0.0001472439,0.0004660615,0.00002778291,0.00004713566,0.00001590232,0.0004076841,0.00005345999,0.003527367],"category_scores_gemma":[0.0002485138,0.0001505007,0.00004758886,0.0007225485,0.00007065634,0.0004931709,0.001620108,0.0001222088,0.000004627482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645502,"about_ca_system_score_gemma":0.0001028927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8246524,"about_ca_topic_score_gemma":0.9934041,"domain_scores_codex":[0.9982193,0.0001774251,0.0004972803,0.0004262939,0.0003356897,0.0003440769],"domain_scores_gemma":[0.9993302,0.00009250004,0.00019066,0.0002976339,0.00002908701,0.00005993879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278435,0.0001687534,0.9927193,0.000272746,0.000007963817,0.00001627019,0.0003614035,0.000007817102,0.0008571917,0.00002152932,0.0002710718,0.005068087],"study_design_scores_gemma":[0.0004153507,0.000118854,0.9932634,0.000295305,0.00001082981,0.000002177362,0.0002224323,0.00013206,0.001626701,0.00006072075,0.003713198,0.0001390064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885585,0.0005169579,4.499638e-7,0.0003632999,0.00006963952,0.0008513119,0.00007829758,0.000004852299,0.009556648],"genre_scores_gemma":[0.9952703,0.003718493,0.0005305819,0.0002714041,0.00002161293,0.00009188776,0.0000124036,0.00001297491,0.00007034455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687517,"threshold_uncertainty_score":0.9973835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406023281","doi":"10.1093/oxfclm/kgae024","title":"Solving climate change requires changing our food systems","year":2025,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Food systems; Climate change; Agriculture; Sustainability; Food processing; Natural resource economics; Greenhouse gas; Mindset; Global warming; Sustainable agriculture; Business; Food security; Subsidy; Environmental resource management; Economics; Political science; Ecology; Computer science; Market economy","authors":[{"name":"Svetlana Feigin","is_ca":false},{"name":"David O. Wiebers","is_ca":false},{"name":"Daniel T. Blumstein","is_ca":false},{"name":"Andrew Knight","is_ca":false},{"name":"Gidon Eshel","is_ca":false},{"name":"George R. Lueddeke","is_ca":false},{"name":"Helen Kopnina","is_ca":false},{"name":"Valery L. Feigin","is_ca":false},{"name":"Sergé Morand","is_ca":false},{"name":"Kelley Lee","is_ca":true},{"name":"Michael Brainin","is_ca":false},{"name":"Todd K. Shackelford","is_ca":false},{"name":"Shelley M. Alexander","is_ca":true},{"name":"James A. Marcum","is_ca":false},{"name":"Debra Merskin","is_ca":false},{"name":"Lee F. Skerratt","is_ca":false},{"name":"Gerben A. van Kleef","is_ca":false},{"name":"AS Whitfort","is_ca":false},{"name":"Carrie Packwood Freeman","is_ca":false},{"name":"Andrea Sylvia Winkler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223125362984447,"gpt":0.2998678696589145,"spread":0.24763661602907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001015021,0.0004464184,0.0004880486,0.0001221446,0.0009429296,0.0004815304,0.00105062,0.0002098089,0.0004196132],"category_scores_gemma":[0.00004139832,0.0003660687,0.0001410695,0.0007492578,0.0001066952,0.002109166,0.003908762,0.0002509156,0.000313312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008439313,"about_ca_system_score_gemma":0.000006422911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008848828,"about_ca_topic_score_gemma":0.0005239485,"domain_scores_codex":[0.9966884,0.0001295969,0.0004562942,0.0007872115,0.0003724615,0.001566085],"domain_scores_gemma":[0.9988809,0.00004092123,0.0002165311,0.0006237459,0.00001128562,0.0002265852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000748423,0.001968798,0.7292129,0.003552788,0.0003198562,0.0002729367,0.03676856,0.0004797895,0.003610734,0.02635637,0.01547223,0.1812367],"study_design_scores_gemma":[0.004059158,0.001679712,0.5527211,0.002676959,0.0003971326,0.0001080432,0.1292959,0.004308443,0.001250185,0.001984722,0.2978539,0.00366481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784348,0.001500683,0.00009780594,0.008678426,0.002161055,0.00777195,0.000391422,0.0004012662,0.1946494],"genre_scores_gemma":[0.9938912,0.001555174,0.0001850105,0.001585085,0.0003077598,0.001259115,0.00006957762,0.0000445456,0.001102533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823816,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402121304","doi":"10.1093/oxfclm/kgae016","title":"An investigation of the relationship between tropical monsoon precipitation changes and stratospheric sulfate aerosol optical depth","year":2024,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"Climate Change and Geoengineering","field":"Environmental 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":"McGill University","funders":"","keywords":"Climatology; Precipitation; Environmental science; Stratosphere; Atmospheric sciences; Monsoon; Northern Hemisphere; Forcing (mathematics); Radiative forcing; Southern Hemisphere; Aerosol; Geology; Meteorology; Geography","authors":[{"name":"Anu Xavier","is_ca":false},{"name":"Govindasamy Bala","is_ca":false},{"name":"Shinto Roose","is_ca":true},{"name":"Usha KH","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1021721022483451,"gpt":0.3095365028109143,"spread":0.2073644005625692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002527347,0.0001473382,0.0001587636,0.00002606925,0.0001459472,0.0001787663,0.0002884646,0.00009737044,0.000124162],"category_scores_gemma":[0.00003506484,0.0001121392,0.0000305389,0.000365865,0.0001352192,0.0006952388,0.0003453973,0.0001522533,0.00002042293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006425157,"about_ca_system_score_gemma":0.000005379054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128365,"about_ca_topic_score_gemma":0.001123783,"domain_scores_codex":[0.9989524,0.00006343728,0.0002055117,0.0003136416,0.0002050312,0.0002599228],"domain_scores_gemma":[0.9994009,0.0001812433,0.00006006211,0.0002368629,0.000007669772,0.0001132718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001161723,0.00001315214,0.9789817,0.0001152432,0.000005848332,0.000001693578,0.002920928,0.000023589,0.002743443,0.001151177,0.0000340747,0.01399757],"study_design_scores_gemma":[0.0001509266,0.0001371268,0.9930648,0.0001554886,0.00003743336,0.000003477194,0.0004064498,0.003229675,0.001874693,0.0006422913,0.0001507722,0.000146914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963149,0.0001007598,0.0000567021,0.001399909,0.0001245568,0.0006451918,0.00004638565,0.00004899453,0.001262629],"genre_scores_gemma":[0.9986679,0.0001998195,0.0007121885,0.00007893748,0.0000981234,0.0001270543,0.00005467732,0.00002515626,0.00003613376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408309,"threshold_uncertainty_score":0.4572903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392885539","doi":"10.1093/oxfclm/kgae009","title":"Identifying when thresholds from the Paris Agreement are breached: the minmax average, a novel smoothing approach","year":2024,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"EU Law and Policy Analysis","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Smoothing; Minimax; Statistics; Mathematics; Econometrics; Combinatorics; Mathematical economics","authors":[{"name":"Mathieu Van Vyve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2194225397072362,"gpt":0.3862009251827889,"spread":0.1667783854755527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764449,0.0002292996,0.0002925911,0.00005244086,0.002115886,0.003076719,0.001845377,0.0001453292,0.001110359],"category_scores_gemma":[0.00005300804,0.0001352644,0.0002292359,0.0004940381,0.0002122283,0.0007881296,0.0008998317,0.0003826206,0.0001067661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402151,"about_ca_system_score_gemma":0.0000539607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09118985,"about_ca_topic_score_gemma":0.04776324,"domain_scores_codex":[0.9976428,0.0002711207,0.0003223118,0.000497353,0.0006145409,0.0006519197],"domain_scores_gemma":[0.998629,0.0004558107,0.0001614188,0.000592734,0.0000489467,0.0001120414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004568283,0.0002358274,0.02490288,0.0001830508,0.0007563327,0.00003436227,0.6921518,0.00001899222,0.00008211861,0.2183233,0.02966691,0.0335987],"study_design_scores_gemma":[0.0002987717,0.00001593377,0.004793577,0.0003452168,0.0003659223,0.000002580618,0.06521455,0.001604233,0.00001967101,0.007763459,0.9191576,0.0004184443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08207065,0.01081958,0.002054656,0.108398,0.002115068,0.003891441,0.001424637,0.0003395308,0.7888864],"genre_scores_gemma":[0.9775881,0.005690162,0.0008315998,0.006722821,0.00260719,0.0006304121,0.0001612463,0.00005733734,0.005711191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8955174,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406924700","doi":"10.1093/oxfclm/kgaf002","title":"Developing a typology of climate grief expressions in Canada: a scoping review","year":2025,"lang":"en","type":"review","venue":"Oxford Open Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Université de Moncton; Dalhousie University; University of New Brunswick; University of Winnipeg; NSCAD University","funders":"","keywords":"Typology; Grief; Anxiety; Psychology; Climate change; Sociology; Psychotherapist; Psychiatry; Ecology; Anthropology","authors":[{"name":"Melanie Zurba","is_ca":true},{"name":"Sara E. Boyd","is_ca":true},{"name":"Bryanne Lamoureux","is_ca":true},{"name":"Morgan Brimacombe","is_ca":true},{"name":"Aden Morton-Ferguson","is_ca":true},{"name":"Erica Mendritzki","is_ca":true},{"name":"Andrew Park","is_ca":true},{"name":"David Busolo","is_ca":true},{"name":"Roberta L. Woodgate","is_ca":true},{"name":"Lisa Binkley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7059166917651997,"gpt":0.564915582380719,"spread":0.1410011093844806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002057452,0.0003917835,0.002555351,0.0002967533,0.0005260549,0.00007899106,0.002066914,0.00031546,0.001616212],"category_scores_gemma":[0.0004909856,0.0003680528,0.0002168435,0.001330871,0.0001255578,0.0003009406,0.002046171,0.0004092637,0.00001935062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167788,"about_ca_system_score_gemma":0.006360161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6041148,"about_ca_topic_score_gemma":0.9895114,"domain_scores_codex":[0.9956381,0.001297947,0.001436573,0.0005049478,0.00031166,0.0008107855],"domain_scores_gemma":[0.9970828,0.0008334662,0.00101121,0.0007968383,0.0001443076,0.0001314283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005295683,0.0000275724,0.00008090217,0.2005745,0.00001297588,0.00000594728,0.001278007,1.366416e-8,2.900136e-8,0.006295425,0.0002538814,0.7914655],"study_design_scores_gemma":[0.00008917289,0.000005641696,0.00001548263,0.4749107,0.00008788131,0.000001277727,0.001213489,2.341443e-7,2.897721e-8,0.00002272153,0.523424,0.0002293575],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001951129,0.8998363,0.000001032471,0.001278358,0.0004439868,0.005175624,0.0003975036,0.00002547732,0.09283974],"genre_scores_gemma":[0.000002336587,0.99531,0.0002746729,0.001188486,0.00008702613,0.002429188,0.0005940544,0.00003575536,0.0000784585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7912361,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388511658","doi":"10.1093/oxfclm/kgad013","title":"Time to treat the climate and nature crisis as one indivisible global health emergency","year":2023,"lang":"en","type":"article","venue":"Oxford Open Climate Change","topic":"Climate Change and Health Impacts","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":"Environmental crisis; Political science; Environmental ethics; Philosophy","authors":[{"name":"Kamran Abbasi","is_ca":false},{"name":"Parveen Ali","is_ca":false},{"name":"Virginia Barbour","is_ca":false},{"name":"Thomas Benfield","is_ca":false},{"name":"Kirsten Bibbins‐Domingo","is_ca":false},{"name":"Stephen Hancocks","is_ca":false},{"name":"Richard Horton","is_ca":false},{"name":"Laurie Laybourn‐Langton","is_ca":false},{"name":"Robert Mash","is_ca":false},{"name":"Peush ‎Sahni","is_ca":false},{"name":"Wadeia Mohammad Sharief","is_ca":false},{"name":"Paul Yonga","is_ca":false},{"name":"Chris Zielinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08652571123487242,"gpt":0.3907083736929656,"spread":0.3041826624580932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001309573,0.0003261857,0.0004320425,0.0000714205,0.001050088,0.0002150604,0.0008454255,0.0001833755,0.01304985],"category_scores_gemma":[0.0000488082,0.0002475325,0.00006380698,0.001388331,0.00007266689,0.0005672975,0.002900553,0.0002649662,0.01253449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003527842,"about_ca_system_score_gemma":0.00001964077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015192,"about_ca_topic_score_gemma":0.002324995,"domain_scores_codex":[0.9967507,0.0001120142,0.0004237323,0.0006837919,0.0004763779,0.001553414],"domain_scores_gemma":[0.9984565,0.00004936151,0.0001812418,0.0005969385,0.00001516411,0.0007007415],"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":[0.0004444736,0.0003714632,0.07889437,0.0005627846,0.00003642545,0.00006362789,0.01541106,0.00001222506,0.0002279452,0.001005965,0.7422495,0.1607201],"study_design_scores_gemma":[0.001649963,0.001688225,0.716797,0.0003437868,0.00008754406,0.00005867191,0.005348032,0.0002723021,0.0001017061,0.003532118,0.2689769,0.001143757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079757,0.0006424277,5.437303e-7,0.108911,0.0003964938,0.003258392,0.001541637,0.0002339051,0.07703991],"genre_scores_gemma":[0.5745921,0.2460877,0.0008315219,0.1642433,0.001725325,0.002931742,0.0017207,0.0004093589,0.007458209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6379026,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}