{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"d1436564e140","filters":{"venue":"Science Editor"}},"results":[{"id":"W2969398614","doi":"10.36591/se-4202-02","title":"How Journals and Publishers Can Help to Reform Research Assessment","year":2019,"lang":"en","type":"article","venue":"Science Editor","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Computer science; Library science; Data science","authors":[{"name":"Anna Hatch","is_ca":false},{"name":"Mark Patterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3186430391975792,"gpt":0.58884405904664,"spread":0.2702010198490607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2810387,0.002829469,0.002532779,0.01503054,0.01834896,0.1004325,0.009295303,0.04887671,0.03432662],"category_scores_gemma":[0.5195103,0.002775101,0.002726188,0.008708864,0.04748396,0.1181151,0.04094654,0.04476303,0.02869785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01796684,"about_ca_system_score_gemma":0.06248673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330095,"about_ca_topic_score_gemma":0.007577346,"domain_scores_codex":[0.7218497,0.1502893,0.02694496,0.01901462,0.06925973,0.01264172],"domain_scores_gemma":[0.4149967,0.3184541,0.02708141,0.06514468,0.1227031,0.05161996],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004374571,0.0001677245,0.001350622,0.0006510478,0.00006782903,0.0004596771,0.01086168,0.0007376863,0.0003202466,0.4600963,0.4187157,0.1065277],"study_design_scores_gemma":[0.00003544928,0.00004040859,0.0002422184,0.0005848967,0.00003087851,0.0001223687,0.003093916,0.0002404703,0.0002010938,0.1582765,0.8370502,0.00008160783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006808948,0.007689469,0.01378125,0.9081184,0.02655204,0.0002119407,0.00007823997,0.0008864867,0.0420012],"genre_scores_gemma":[0.06897282,0.01475812,0.0991037,0.6449706,0.08025492,0.001450391,0.0003952246,0.002669019,0.08742521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7189613,"threshold_uncertainty_score":0.8866073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241407248","doi":"10.36591/se-d-4402-55","title":"Overlay Journals, Overlay Reviews: Has Their Time Finally Come?","year":2021,"lang":"en","type":"article","venue":"Science Editor","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Library science; Publishing; Overlay; Las vegas; World Wide Web; Media studies; Engineering; Computer science; Political science; Sociology; Law","authors":[{"name":"Tony Alves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1253582282441032,"gpt":0.4125816595582277,"spread":0.2872234313141245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.07220308,0.001851708,0.002275611,0.00433866,0.006406355,0.02615196,0.003566077,0.01354812,0.1448459],"category_scores_gemma":[0.1693512,0.001621137,0.0017883,0.003852012,0.004234829,0.02172079,0.009848577,0.01204201,0.08915398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004956273,"about_ca_system_score_gemma":0.01434528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395672,"about_ca_topic_score_gemma":0.004252442,"domain_scores_codex":[0.9335244,0.01725637,0.005432962,0.004184322,0.03485284,0.00474921],"domain_scores_gemma":[0.7387207,0.05012664,0.02384712,0.01232013,0.1023109,0.07267457],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005838893,0.00001352341,0.00009221222,0.0002508097,0.000009333357,0.0000599843,0.0001752558,0.00001310507,0.000241231,0.0007544309,0.9814819,0.01684973],"study_design_scores_gemma":[0.00004483639,0.00006091419,0.0004693005,0.0002685421,0.00001190731,0.0001023619,0.0006950802,0.0000505753,0.0001577144,0.001751208,0.996352,0.00003562529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001320035,0.01257335,0.00266894,0.4263334,0.5171967,0.0004799032,0.0005986855,0.001882438,0.03694649],"genre_scores_gemma":[0.01258668,0.01827206,0.004704345,0.2394594,0.523936,0.0009832014,0.0007519426,0.002219416,0.1970869],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.973848,"threshold_uncertainty_score":0.484558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387908709","doi":"10.36591/se-d-4604-03","title":"Inclusive Language in Scientific Style Guides","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"linguistics and terminology studies","field":"Arts and Humanities","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":"Egg Farmers of Canada","keywords":"Style (visual arts); Sexual orientation; Inclusion (mineral); Psychology; Moderation; Ethnic group; Psychosocial; Social psychology; Political science; History; Law","authors":[{"name":"Michele Springer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02644254818945464,"gpt":0.30211627519901,"spread":0.2756737270095553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05012972,0.002039987,0.001894847,0.004905457,0.005361015,0.01332269,0.003632266,0.006504078,0.1642937],"category_scores_gemma":[0.2364081,0.001579552,0.001366942,0.003933916,0.005139974,0.01000978,0.00870528,0.01343085,0.1436887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004390441,"about_ca_system_score_gemma":0.01209776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009024196,"about_ca_topic_score_gemma":0.001766313,"domain_scores_codex":[0.9410893,0.02957204,0.006613734,0.002480257,0.01829804,0.001946598],"domain_scores_gemma":[0.6903658,0.1312853,0.01703306,0.01767859,0.1232216,0.02041558],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001188974,0.00001274331,0.00002810135,0.0001921236,0.000002361361,0.0000316915,0.0006405052,0.00002967404,0.00007354389,0.003175561,0.9770453,0.01875658],"study_design_scores_gemma":[0.00001075346,0.00001198553,0.00005532185,0.0002630854,0.000001649244,0.00004533169,0.0003320255,0.00004857665,0.00005946408,0.002600432,0.9965592,0.00001210908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.001263952,0.007923996,0.05253939,0.3219113,0.3721912,0.003941735,0.002245905,0.01318088,0.2248017],"genre_scores_gemma":[0.01561612,0.01362259,0.07277615,0.2377752,0.1688718,0.01494724,0.004045487,0.01263422,0.4597112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9498703,"threshold_uncertainty_score":0.5496171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384929272","doi":"10.36591/se-d-4603-01","title":"Ten Lessons Learned from Starting a New Scientific Editing Program at a Comprehensive Cancer Center","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Center (category theory); Cancer; Medical education; Computer science; Library science; Medicine","authors":[{"name":"Deanna E Connors","is_ca":false},{"name":"J. Brooks","is_ca":false},{"name":"Judith G Epstein","is_ca":false},{"name":"Sandra O. Gollnick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3124715811776745,"gpt":0.5132332766888128,"spread":0.2007616955111383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1894748,0.001177301,0.000896569,0.002857417,0.01995919,0.02124337,0.009070338,0.005798283,0.006476946],"category_scores_gemma":[0.3034742,0.001344609,0.001273926,0.001979648,0.01131455,0.02000313,0.01592848,0.01745267,0.001728471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971623,"about_ca_system_score_gemma":0.1047676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169924,"about_ca_topic_score_gemma":0.03262063,"domain_scores_codex":[0.8055425,0.140627,0.007162211,0.006335861,0.03092331,0.00940914],"domain_scores_gemma":[0.5775245,0.2217943,0.01670222,0.01977631,0.06973069,0.09447195],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003097111,0.002579488,0.01154559,0.002590049,0.0001062345,0.003527457,0.2493047,0.0008430917,0.001245213,0.009848814,0.1464753,0.5716245],"study_design_scores_gemma":[0.0003299385,0.003234294,0.01952269,0.007678023,0.0001627105,0.00354653,0.3770536,0.002247954,0.003029142,0.02457232,0.5579934,0.0006294027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1836432,0.007777837,0.03954962,0.718398,0.01032043,0.003850053,0.0002572979,0.002989609,0.03321403],"genre_scores_gemma":[0.5823745,0.01124021,0.2746223,0.1042471,0.003377313,0.004263083,0.0005714087,0.001191817,0.01811225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8105252,"threshold_uncertainty_score":0.9995219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415377881","doi":"10.36591/se-4204-01","title":"International Perspectives","year":2019,"lang":"en","type":"article","venue":"Science Editor","topic":"Academic Publishing and Open Access","field":"Decision 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":"Editorial board; Publishing; Publication; Diversity (politics); Representation (politics); Bibliometrics","authors":[{"name":"Jonathan Schultz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03733125319109828,"gpt":0.4140051244852789,"spread":0.3766738712941806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003820932,0.001023279,0.0006696909,0.002101172,0.00528579,0.0153919,0.002189183,0.007959942,0.2057426],"category_scores_gemma":[0.009705676,0.0003160296,0.0008764208,0.002654727,0.004162042,0.009540109,0.006804596,0.008928887,0.05788638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514164,"about_ca_system_score_gemma":0.01002709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422129,"about_ca_topic_score_gemma":0.004816673,"domain_scores_codex":[0.9948516,0.00121609,0.0002182679,0.0009543349,0.001557411,0.001202262],"domain_scores_gemma":[0.9958891,0.0007097109,0.0002678951,0.0004054264,0.001315715,0.001412025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002860288,0.00003869515,0.0004217155,0.0002691176,0.000008832445,0.000227351,0.001302963,0.00007203763,0.0001461364,0.2287338,0.704863,0.06388763],"study_design_scores_gemma":[0.000001510562,0.000004677137,0.0001148435,0.0001627666,0.000001203532,0.00007948704,0.0004286967,0.000008688104,0.0000236397,0.005918631,0.9932528,0.000002926613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001002509,0.02290491,0.001358697,0.1662955,0.03541223,0.00005735219,0.0006533596,0.0001464362,0.7721691],"genre_scores_gemma":[0.04905102,0.04370559,0.002597012,0.15061,0.02489842,0.000221263,0.001564833,0.0004997835,0.7268521],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9846081,"threshold_uncertainty_score":0.6882775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997471531","doi":"10.36591/se-4204-16","title":"Getting Out of the Reporting Rut","year":2019,"lang":"en","type":"article","venue":"Science Editor","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Rut; Geography; Cartography","authors":[{"name":"Meghan McDevitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4216896525146571,"gpt":0.5812863592609383,"spread":0.1595967067462812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2040844,0.003102625,0.003501485,0.009235404,0.008354115,0.02993784,0.004466777,0.01033444,0.09949566],"category_scores_gemma":[0.5776284,0.002831279,0.003392463,0.005289253,0.00705439,0.02048454,0.009685731,0.02384367,0.09559434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007638663,"about_ca_system_score_gemma":0.02766156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233867,"about_ca_topic_score_gemma":0.002617679,"domain_scores_codex":[0.73276,0.0917339,0.06008341,0.0170748,0.09074999,0.00759791],"domain_scores_gemma":[0.3050029,0.1714918,0.06932558,0.07774367,0.3468611,0.02957506],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007106554,0.00002808361,0.0002758757,0.0002879958,0.00002148745,0.0003115352,0.0006484715,0.00003971567,0.0003057871,0.00225899,0.9641531,0.03159792],"study_design_scores_gemma":[0.00002860269,0.00004116635,0.0002871142,0.0009756917,0.0000177763,0.0002807825,0.0007010092,0.0002878251,0.0003436448,0.00250552,0.9944732,0.00005763884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001093943,0.00389006,0.03058426,0.2979053,0.6058774,0.002748681,0.001012908,0.009775459,0.04711198],"genre_scores_gemma":[0.02033743,0.008020214,0.05840563,0.2790065,0.4133722,0.005781464,0.001997982,0.01600606,0.1970724],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7959156,"threshold_uncertainty_score":0.9815056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385407731","doi":"10.36591/se-d-4603-02","title":"Plenary Report: A Stand-up Comedian's Guide to Science Communication","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Science Education and Perceptions","field":"Psychology","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":"Comedy; Laughter; Comics; Craft; Media studies; Joke; Phone; Sociology; Visual arts; Art; Literature; Philosophy","authors":[{"name":"Peter J Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05639931889965657,"gpt":0.4728711234137128,"spread":0.4164718045140563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003722396,0.00167515,0.001206083,0.00197742,0.00492923,0.008662278,0.002156997,0.004236238,0.602222],"category_scores_gemma":[0.01597894,0.0009898782,0.0006749578,0.001101308,0.0009413043,0.005486279,0.005277055,0.007060783,0.6585789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397717,"about_ca_system_score_gemma":0.004241823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344728,"about_ca_topic_score_gemma":0.007109671,"domain_scores_codex":[0.9978353,0.0004139631,0.0001700177,0.0002720135,0.001071898,0.00023688],"domain_scores_gemma":[0.9886709,0.001523654,0.0004312537,0.0005707806,0.004574731,0.004228728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006731784,0.000006837787,0.00001206964,0.00001419347,2.815533e-7,0.00002586208,0.00004331158,0.000003489034,0.00005448844,0.0001723653,0.9925265,0.007133767],"study_design_scores_gemma":[0.00000361772,0.000009276108,0.00006334302,0.00002776933,2.759061e-7,0.00003359566,0.000100184,0.00001160868,0.00001628467,0.0001477229,0.9995829,0.000003312274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006551684,0.005487699,0.005631361,0.1234012,0.1483462,0.00244832,0.0072899,0.008534482,0.6982056],"genre_scores_gemma":[0.001014404,0.001770488,0.001186605,0.02072394,0.01668299,0.0009564916,0.001562168,0.001599564,0.9545034],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9913377,"threshold_uncertainty_score":0.5673821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415886325","doi":"10.36591/se-4101-17","title":"Editor Decision Support Tools","year":2018,"lang":"en","type":"article","venue":"Science Editor","topic":"scientometrics and bibliometrics research","field":"Decision 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":"Corporation; White paper; Decision support system; Profiling (computer programming); Identification (biology); Associate editor; White (mutation); Percentile rank","authors":[{"name":"Darren Early","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4304795340927844,"gpt":0.5844958447822689,"spread":0.1540163106894845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02800721,0.003093135,0.003583509,0.009453353,0.003377707,0.01888577,0.007164118,0.008093148,0.769478],"category_scores_gemma":[0.1444546,0.001815805,0.002180624,0.006404838,0.001288073,0.01056537,0.007516846,0.007187599,0.5893672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589869,"about_ca_system_score_gemma":0.01036907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007445,"about_ca_topic_score_gemma":0.00202354,"domain_scores_codex":[0.9782436,0.007280206,0.003441114,0.002716414,0.006835495,0.001483202],"domain_scores_gemma":[0.8714129,0.03950738,0.008345267,0.01136896,0.05719352,0.01217208],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002778637,0.000008280298,0.00002490037,0.0002249965,0.000004607414,0.00001918041,0.0000278751,0.00002266035,0.00003584193,0.0006963533,0.9823825,0.01652499],"study_design_scores_gemma":[0.00003553095,0.000007073815,0.00003488548,0.0002063941,0.000005193305,0.00001593642,0.00004821005,0.0001174563,0.00007021354,0.001555018,0.9978911,0.00001300553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005514653,0.006042373,0.04614573,0.1528829,0.1732353,0.005938124,0.07741129,0.04749062,0.4903022],"genre_scores_gemma":[0.01196744,0.008511882,0.06167593,0.064968,0.09592742,0.01052859,0.0464743,0.02324324,0.6767032],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9905466,"threshold_uncertainty_score":0.3288116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4324134558","doi":"10.36591/se-d-4601-13","title":"CSE 2023 Annual Meeting: Reflecting on Community: Opening Borders in Scholarly Publishing","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Publishing; Theme (computing); Session (web analytics); Library science; Inclusion (mineral); Diversity (politics); Scope (computer science); Public relations; Political science; Sociology; Media studies; World Wide Web; Social science; Computer science","authors":[{"name":"Amanda Ferguson","is_ca":false},{"name":"Jennifer Workman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2037744719107447,"gpt":0.4931196353187318,"spread":0.2893451634079871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02297267,0.001066646,0.0006191346,0.001830362,0.01163635,0.02212921,0.002343368,0.005600752,0.06394223],"category_scores_gemma":[0.01902037,0.0007987082,0.0008610566,0.00303609,0.006568751,0.01330235,0.01462901,0.005956538,0.03375927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01225544,"about_ca_system_score_gemma":0.03672645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279614,"about_ca_topic_score_gemma":0.1126202,"domain_scores_codex":[0.9869464,0.004440265,0.0005685729,0.0008485081,0.004735176,0.002461004],"domain_scores_gemma":[0.9436353,0.003595821,0.001077013,0.001755703,0.01016757,0.03976875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002050003,0.00002005306,0.0002382591,0.0001044273,0.000002792048,0.00006376422,0.001282029,0.00003511207,0.0002281317,0.003832245,0.9734668,0.02070575],"study_design_scores_gemma":[0.000005262847,0.00001598836,0.000434951,0.0001278143,0.00000229441,0.00006378623,0.002132624,0.00006189093,0.0001175623,0.001358753,0.9956665,0.00001248212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01162218,0.0195821,0.01660511,0.5150479,0.1091244,0.0008496413,0.00125641,0.002774223,0.323138],"genre_scores_gemma":[0.1347304,0.03268946,0.04177387,0.06612262,0.04661946,0.001312782,0.005691349,0.004416378,0.6666438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9976566,"threshold_uncertainty_score":0.2139081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388759617","doi":"10.36591/se-d-4604-07","title":"Freedom of Information Requests and Peer Review Reports","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Legal Education and Practice Innovations","field":"Social 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":"Freedom of information; Confidentiality; Transparency (behavior); Internet privacy; Accountability; Government (linguistics); Misconduct; Public relations; Academic freedom; Context (archaeology); Institution; Political science; Intellectual property; Anonymity; Business; Law; Computer science; Higher education","authors":[{"name":"Jaime A. Teixeira da Silva","is_ca":false},{"name":"Panagiotis Tsigaris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03639162784831527,"gpt":0.4145758166783184,"spread":0.3781841888300031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3992095,0.00230858,0.004770389,0.009668581,0.01763291,0.05346879,0.01625452,0.0569835,0.03615066],"category_scores_gemma":[0.7645796,0.003275532,0.003869349,0.0111959,0.03331992,0.02692454,0.01936916,0.03844815,0.03418588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01642536,"about_ca_system_score_gemma":0.09299408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007530665,"about_ca_topic_score_gemma":0.008553836,"domain_scores_codex":[0.3675184,0.278075,0.07628699,0.03396469,0.226497,0.0176579],"domain_scores_gemma":[0.1416439,0.5115756,0.04410315,0.1019758,0.1830874,0.01761416],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007347266,0.00005722253,0.0002850241,0.001651773,0.00004886881,0.0003525853,0.002822514,0.0002574333,0.0002004554,0.2437588,0.7079625,0.04252931],"study_design_scores_gemma":[0.00003010135,0.00002477066,0.0002333574,0.001285751,0.00001204769,0.0001081312,0.0004858524,0.0002403791,0.0001513138,0.02858469,0.9687635,0.00008011975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001241941,0.02105309,0.03207963,0.4976628,0.1701814,0.005109068,0.001304506,0.001940133,0.2694274],"genre_scores_gemma":[0.06328611,0.02853788,0.04875878,0.3553783,0.1973133,0.01450907,0.002379416,0.00293787,0.2868993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9465312,"threshold_uncertainty_score":0.7408817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388759640","doi":"10.36591/se-d-4604-06","title":"Balancing Academic Confidentiality and Transparency: The Peer Review Dilemma","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Ethics in medical practice","field":"Health Professions","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":"Dilemma; Transparency (behavior); Confidentiality; Internet privacy; Peer review; Computer science; Business; Computer security; Political science; Law","authors":[{"name":"Ryan James Jessup","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1394225965193757,"gpt":0.5390588974277533,"spread":0.3996363009083775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3862965,0.0008373141,0.002257942,0.006854465,0.01879933,0.03787906,0.01030378,0.03001603,0.005609356],"category_scores_gemma":[0.6490529,0.001694449,0.00146192,0.006131402,0.04959181,0.04160275,0.01714517,0.02232894,0.004474347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070269,"about_ca_system_score_gemma":0.05504308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318656,"about_ca_topic_score_gemma":0.002956757,"domain_scores_codex":[0.4533823,0.3543849,0.02210376,0.0190875,0.1433371,0.00770455],"domain_scores_gemma":[0.1675832,0.6362363,0.0332301,0.05640123,0.09075417,0.01579501],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001033261,0.00009511588,0.001420538,0.0008592574,0.0001178643,0.0009086158,0.0292405,0.0006493689,0.0003992863,0.660759,0.1807702,0.1246769],"study_design_scores_gemma":[0.0001334678,0.00009150863,0.0008077245,0.001870232,0.00004442862,0.0009007541,0.008791454,0.001270952,0.0006586068,0.5230785,0.4621666,0.000185775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004003364,0.01987586,0.01517301,0.9202378,0.007011415,0.0001715568,0.0000553889,0.0001309829,0.03334067],"genre_scores_gemma":[0.510497,0.04790844,0.04664827,0.2877864,0.07252649,0.001443553,0.0001934957,0.0006782339,0.0323181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.962121,"threshold_uncertainty_score":0.7568057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385450992","doi":"10.36591/se-d-4603-04","title":"Keynote: When Good Intentions Just Aren’t Enough: Engaging Diverse Communities as Partners in Knowledge","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Knowledge Management and Sharing","field":"Social 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":"Internet privacy; Psychology; Public relations; Knowledge management; Sociology; Business; Political science; Computer science","authors":[{"name":"Peter J Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094261622309249,"gpt":0.4113677910656078,"spread":0.301941628834683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008677114,0.0007802177,0.0006666305,0.0007338249,0.01857152,0.01344672,0.00146011,0.006936749,0.03460238],"category_scores_gemma":[0.01822272,0.0007084872,0.0005828942,0.0008972634,0.006977834,0.01364379,0.01239904,0.01505938,0.009626836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003412461,"about_ca_system_score_gemma":0.006983013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004843609,"about_ca_topic_score_gemma":0.01280557,"domain_scores_codex":[0.9941912,0.003047422,0.0001492648,0.0004724603,0.001138101,0.001001594],"domain_scores_gemma":[0.9872571,0.005416851,0.0005502293,0.0004134734,0.001694098,0.004668179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004746057,0.0000510302,0.0002970152,0.0001793047,0.000004280484,0.0004862542,0.05929035,0.00003106364,0.0005068976,0.01426438,0.9031026,0.02173941],"study_design_scores_gemma":[0.000009560813,0.00003883594,0.0003407066,0.0002374715,0.000004193777,0.0002464386,0.06587424,0.00003988621,0.0001740055,0.003701154,0.929317,0.00001656414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007664608,0.006005272,0.003178527,0.8263467,0.05828238,0.0002772181,0.0001637919,0.0002361929,0.09784537],"genre_scores_gemma":[0.1868225,0.0176815,0.006965355,0.3733154,0.02936597,0.001247358,0.0003562786,0.0008807566,0.3833649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9985399,"threshold_uncertainty_score":0.1157565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}