{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"1ba47ebcf7f0","filters":{"venue":"International Journal of Sociology"}},"results":[{"id":"W2583901038","doi":"10.1080/00207659.2017.1264825","title":"ISSP and the ISSP 2014 Citizenship II Module: An Introduction","year":2017,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Citizenship; Politics; Focus (optics); Political science; Focus group; Sociology; Sample (material); Public relations; Media studies; Law; Anthropology","authors":[{"name":"Evi Scholz","is_ca":false},{"name":"Regina Jutz","is_ca":false},{"name":"Jon H. Pammett","is_ca":true},{"name":"Markus Hadler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03615604534819991,"gpt":0.3911840712404124,"spread":0.3550280258922125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001458876,0.00006006759,0.0001639579,0.00004347757,0.001739303,0.00006643279,0.0005382962,0.0001006499,0.00005249211],"category_scores_gemma":[0.001120414,0.00003655403,0.00008257944,0.00001110084,0.003357612,0.0002366659,0.00009851132,0.0002228528,0.000004477367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005434599,"about_ca_system_score_gemma":0.00006473275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003391042,"about_ca_topic_score_gemma":0.0001039842,"domain_scores_codex":[0.9990789,0.0002531376,0.0002097829,0.00008111257,0.0002457096,0.0001313029],"domain_scores_gemma":[0.9988608,0.0001499477,0.000465267,0.00008837722,0.0003855495,0.00005003106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002265689,0.00003018899,0.006356064,0.00000126048,0.0003918718,0.000007491692,0.04770254,0.000004652417,0.0000590669,0.9119205,0.02442852,0.008871253],"study_design_scores_gemma":[0.00180761,0.0001380407,0.0541107,0.000007406396,0.0000452653,0.00005210198,0.01148663,0.00001419207,0.00002869208,0.902695,0.02950423,0.0001101501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6454644,0.0002708208,0.00002897614,0.3443092,0.003672197,0.00004859838,0.000005392815,0.000007010214,0.006193391],"genre_scores_gemma":[0.9854913,0.001329258,0.00005195323,0.0008862352,0.01149697,0.000001774605,0.000001093897,0.000003081228,0.000738303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434229,"threshold_uncertainty_score":0.9995603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1584258104","doi":"10.2753/ijs0020-7659430403","title":"Environmental Behaviors in a Transatlantic View","year":2013,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Czech; Geography; Political science; Demographic economics; Socioeconomics; Sociology; Economics","authors":[{"name":"Markus Hadler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006295854331716359,"gpt":0.2670169853338312,"spread":0.2607211310021148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002202455,0.00007434419,0.0001237361,0.00005148604,0.00001858461,0.000009235402,0.0003026915,0.00006128877,0.01754402],"category_scores_gemma":[0.00002432347,0.00006442366,0.00007910338,0.00002551074,0.0003554481,0.0002357296,0.00004996276,0.0001883599,0.0004109842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231631,"about_ca_system_score_gemma":0.00001281257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000118643,"about_ca_topic_score_gemma":0.000008181506,"domain_scores_codex":[0.9990878,0.00008453355,0.0003581627,0.0001055556,0.0002305528,0.000133454],"domain_scores_gemma":[0.999685,0.00004675584,0.0001328189,0.000063218,0.000006228843,0.0000659796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001586369,0.0004833163,0.965302,0.000001428568,0.00001720805,0.00003297016,0.003062546,0.0001766509,0.01112759,0.00004373444,0.001113628,0.01862307],"study_design_scores_gemma":[0.0004213621,0.00006580376,0.9912401,0.000004288536,0.000004951596,0.00008581729,0.001600985,0.00002161313,0.0001950022,0.002542208,0.003745764,0.00007212956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954498,0.00005147643,0.0000556804,0.003484074,0.000312452,0.00009161465,0.000002774657,0.000002536013,0.0005495724],"genre_scores_gemma":[0.998741,0.00009601132,0.0002822806,0.0007235231,0.00004318466,0.000008485655,0.000003962409,0.000004039548,0.00009747063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593808,"threshold_uncertainty_score":0.9833541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404981162","doi":"10.1080/00207659.2024.2436298","title":"Do societies with freer markets really become less homicidal over time? New evidence from 131 developed and developing societies, 2000–2021","year":2024,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Developing country; Criminology; Political science; Sociology; Political economy; Development economics; Economics; Economic growth","authors":[{"name":"Tibor Rutar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02698211607079265,"gpt":0.2733253901675626,"spread":0.24634327409677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007197803,0.0002287869,0.0003886743,0.0002929834,0.0001169293,0.0004903894,0.0004766463,0.0001571644,0.001578537],"category_scores_gemma":[0.0002346997,0.0001836879,0.0001558753,0.0001919279,0.0002201329,0.001457862,0.0002607026,0.0003477048,0.00008848951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650151,"about_ca_system_score_gemma":0.0005909464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002565,"about_ca_topic_score_gemma":0.00006476055,"domain_scores_codex":[0.9982374,0.00004062499,0.0005956857,0.0003037918,0.0005864653,0.0002360569],"domain_scores_gemma":[0.9982539,0.0003930344,0.000467682,0.00009647936,0.0007637409,0.00002516435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006908924,0.00004988422,0.6992058,0.0001219313,0.001458435,0.0004756333,0.004304454,0.00006513215,0.002656732,0.00564932,0.2739905,0.01133128],"study_design_scores_gemma":[0.001519372,0.00005638962,0.8884721,0.00236755,0.0004869465,0.0000812277,0.0009234304,0.001638085,0.0001148927,0.04122644,0.06234994,0.0007636241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854878,0.003831928,0.0008735225,0.008382816,0.0009933256,0.00007276532,0.00001335135,0.0000265139,0.0003180036],"genre_scores_gemma":[0.9812186,0.001216579,0.006468835,0.003791272,0.004577534,0.000003843611,0.00008856203,0.00004274941,0.002592058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116405,"threshold_uncertainty_score":0.9993342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388964278","doi":"10.1080/00207659.2023.2274713","title":"A few people make all the difference <i>– an international comparison of “fair” pay differentials</i>","year":2023,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Earnings; Inequality; Redistribution (election); Demographic economics; World Values Survey; Economics; Politics; Population; Economic inequality; Political science; Sociology; Demography; Law","authors":[{"name":"Insa Bechert","is_ca":false},{"name":"Lars Osberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08347451090866995,"gpt":0.4422698441152831,"spread":0.3587953332066132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008713069,0.00009970627,0.0003236764,0.0001522237,0.0002487048,0.00003783309,0.001138566,0.0001319899,0.00008131881],"category_scores_gemma":[0.0005624216,0.00005697813,0.000209011,0.0001257733,0.0008095326,0.0001300499,0.0001489087,0.0003133401,0.00001939033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008712505,"about_ca_system_score_gemma":0.0001458607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007069259,"about_ca_topic_score_gemma":0.001314744,"domain_scores_codex":[0.9980919,0.0003583781,0.0005322096,0.0001088455,0.0006818212,0.00022687],"domain_scores_gemma":[0.9980181,0.0006223459,0.0006148411,0.0000798313,0.0005971332,0.0000676952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002082941,0.0004987825,0.4617171,0.000008463798,0.001889557,0.00002117066,0.3255148,0.00006950637,0.001808979,0.1708951,0.008792526,0.02857569],"study_design_scores_gemma":[0.001082427,0.0002768676,0.8143924,0.00005541643,0.00009197413,0.00001588702,0.06315284,0.0001112246,0.0003473241,0.1002773,0.01996738,0.000228957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520073,0.00008028774,0.0001238818,0.04011164,0.005027043,0.00008239179,0.000053623,0.00002710628,0.002486736],"genre_scores_gemma":[0.9957765,0.001215134,0.00003197354,0.0005131391,0.002036892,0.000005149799,0.00001824158,0.000006052818,0.0003969645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526753,"threshold_uncertainty_score":0.2982756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401354816","doi":"10.47604/ijs.2831","title":"Impact of Gender Pay Gap on Workplace Productivity and Employee Morale in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","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 Alberta","funders":"","keywords":"Productivity; Gender pay gap; Employee morale; Labour economics; Demographic economics; Employee engagement; Business; Economics; Work (physics); Economic growth; Management; Wage; Engineering","authors":[{"name":"Charlotte Emily","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03939918975653856,"gpt":0.2926127238438211,"spread":0.2532135340872825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254286,0.00006559314,0.0002339554,0.0001675858,0.000007700402,0.00001402874,0.0001380381,0.00004425128,0.0001018912],"category_scores_gemma":[0.0001540249,0.00005154478,0.00007396256,0.00005422008,0.00005457433,0.00009487235,0.00002802241,0.0002311547,0.000001898821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005797698,"about_ca_system_score_gemma":0.0003102354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07714265,"about_ca_topic_score_gemma":0.02220424,"domain_scores_codex":[0.9992489,0.00003326232,0.0004471759,0.0001244558,0.00004940124,0.00009677605],"domain_scores_gemma":[0.9994327,0.0001630353,0.0002361585,0.00005883239,0.00007804965,0.00003116931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006729874,0.00003462203,0.9520537,0.00001042164,0.0002040694,0.00005665869,0.0003507774,0.0004812488,0.00001986317,0.04554505,0.0003568809,0.0008194094],"study_design_scores_gemma":[0.0002386137,0.00007541801,0.8621767,0.00002189345,0.000002294329,0.0000259619,0.00003370705,0.0003547276,0.000005931211,0.1366883,0.0003142328,0.00006227032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957147,0.0008132296,0.0001223874,0.001454115,0.001031977,0.000030229,0.0002358868,0.000001572661,0.0005958783],"genre_scores_gemma":[0.9995289,0.0001784402,0.00004247339,0.00006165414,0.0001378891,8.43906e-7,0.000003815244,0.0000051903,0.00004079082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09114327,"threshold_uncertainty_score":0.995638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224243477","doi":"10.1080/00207659.2022.2062901","title":"Beyond Individual Coping: Daily Living Conditions Which Negatively Shape the Wellbeing of Women Engaged in Sex Work in Barbados","year":2022,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Brock University","funders":"","keywords":"Grounded theory; Sex work; Sociology; Coping (psychology); Distress; Gender studies; Mental health; Qualitative research; Psychology; Socioeconomics; Medicine; Social science; Clinical psychology","authors":[{"name":"Sadie K. Goddard‐Durant","is_ca":true},{"name":"Stavroula Kyriakakis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02373506714087229,"gpt":0.3188396802893713,"spread":0.295104613148499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005578409,0.00007167034,0.0002160663,0.0003019088,0.0004550519,0.00002577821,0.0007301972,0.00009766532,0.001259727],"category_scores_gemma":[0.0015335,0.00006074707,0.00006252475,0.000368654,0.0003976325,0.0001281571,0.0001529554,0.001474734,0.000002379726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005390239,"about_ca_system_score_gemma":0.0003738559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000157708,"about_ca_topic_score_gemma":0.00005509353,"domain_scores_codex":[0.9963287,0.002322644,0.0005006509,0.0001005982,0.0004994653,0.0002480121],"domain_scores_gemma":[0.9962209,0.003058059,0.0004345602,0.0000449016,0.0001961742,0.00004543803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005312825,0.000123776,0.159038,0.000001441459,0.000186424,0.00003632571,0.8335155,0.002140599,0.0001584964,0.003504039,0.0006718631,0.0005704248],"study_design_scores_gemma":[0.0008970448,0.0001501644,0.2399991,0.0001038222,0.00001499815,0.00002061782,0.7339088,0.00005726466,0.00002470408,0.01957211,0.005122459,0.0001288535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989685,0.0003890687,0.000007623662,0.00707401,0.000891679,0.00008326444,0.000007091587,0.000005096093,0.001857157],"genre_scores_gemma":[0.9989553,0.0001425831,0.00005439202,0.0004877154,0.000222591,0.00001372178,0.000005165113,0.000005358224,0.0001131474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09960661,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407080182","doi":"10.47604/ijs.3205","title":"Impact of Work-Life Balance Policies on Family Relationships in Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Work-Family Balance Challenges","field":"Social 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":"University of British Columbia","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Sociology; Demographic economics; Political science; Economics; Psychology; Engineering","authors":[{"name":"Emma Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04539447984422676,"gpt":0.3619364919350807,"spread":0.3165420120908539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966745,0.00007415353,0.0002328302,0.0002439445,0.00005494597,0.000008935386,0.000502259,0.000101347,0.00005846733],"category_scores_gemma":[0.001241501,0.00006584638,0.00009953081,0.000175636,0.0002647808,0.00008821996,0.00002901369,0.000408454,0.000002427906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729583,"about_ca_system_score_gemma":0.004110536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3069887,"about_ca_topic_score_gemma":0.2971126,"domain_scores_codex":[0.9986157,0.000332692,0.0004360128,0.00008068401,0.0003567972,0.0001781246],"domain_scores_gemma":[0.9980298,0.00110504,0.000359836,0.00006458607,0.0003847293,0.00005606394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009294069,0.00003761303,0.976525,0.000001244621,0.0001202461,0.000008125816,0.003852768,0.001234271,0.0000371117,0.007907039,0.009807834,0.0003757931],"study_design_scores_gemma":[0.0003552167,0.00003342636,0.9866999,0.00009572464,0.000004096138,9.688908e-7,0.00673455,0.000002471077,0.000003247038,0.004952358,0.001071504,0.00004652336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979754,0.0007032045,0.00002308083,0.006955092,0.001171755,0.00004362936,0.00001706719,0.000003944794,0.01132827],"genre_scores_gemma":[0.9985027,0.0006596328,0.00004807146,0.0004497896,0.0002069396,0.000001582531,0.000001891699,0.000002936513,0.0001264082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874879,"threshold_uncertainty_score":0.7291914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319968920","doi":"10.1080/00207659.2023.2173854","title":"A Virus That Knew Borders. COVID-19 Patients Zero Worldwide and the Strength of Transnationalism","year":2023,"lang":"en","type":"article","venue":"International Journal of Sociology","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Transnationalism; Pandemic; China; Globalization; Mobilities; Coronavirus disease 2019 (COVID-19); Development economics; Political science; Tourism; Demographic economics; Sociology; Economic geography; Economic growth; Geography; Economics; Social science; Law; Medicine; Politics","authors":[{"name":"Romain Lecler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0272259271047451,"gpt":0.3603760636748413,"spread":0.3331501365700962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000953838,0.00005697085,0.0001469055,0.0001571754,0.0001279917,0.00002263602,0.0003201356,0.0000752476,0.0001609543],"category_scores_gemma":[0.0008420206,0.00004069321,0.0000948991,0.00009946836,0.0008201225,0.0001151878,0.00002358493,0.0001427419,0.000002919728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008604135,"about_ca_system_score_gemma":0.0003162099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065127,"about_ca_topic_score_gemma":0.001070532,"domain_scores_codex":[0.9987168,0.0003239045,0.0003056281,0.00007047339,0.0004802655,0.0001029589],"domain_scores_gemma":[0.9983901,0.0008240811,0.000368067,0.00003798074,0.0003009232,0.00007884883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004630012,0.0001332317,0.05453986,0.00000911303,0.0004394615,0.00002068996,0.170578,0.0003775228,0.00006138159,0.7523931,0.01438417,0.006600444],"study_design_scores_gemma":[0.01512974,0.0002132567,0.1058905,0.00004668051,0.0001307752,0.0000277978,0.04789288,0.001420981,0.00005053662,0.4917417,0.3370875,0.0003675707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181678,0.0001838387,0.0007961267,0.07888439,0.00093521,0.0001059603,0.0001094168,0.00001455693,0.0008026803],"genre_scores_gemma":[0.9965755,0.001233551,0.00005401929,0.001710919,0.0001123854,0.000002434173,0.00002752127,0.00000335592,0.0002802685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3227033,"threshold_uncertainty_score":0.3021775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}