{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":31,"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":"48ba8e98a900","filters":{"venue":"Réseaux"}},"results":[{"id":"W2955739922","doi":"10.3917/res.216.0119","title":"Making room for numbers in self-care","year":2019,"lang":"fr","type":"article","venue":"Réseaux","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":36,"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":"Agence Nationale de la Recherche","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Éric Dagiral","is_ca":false},{"name":"Séverine Dessajan","is_ca":false},{"name":"Tomas Legon","is_ca":false},{"name":"Olivier Martin","is_ca":false},{"name":"Anne-Sylvie Pharabod","is_ca":false},{"name":"Serge Proulx","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.046188746958475,"gpt":0.4096690478546311,"spread":0.3634803008961561,"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":[0.0004786995,0.00023879,0.0004667769,0.00009934697,0.0004092652,0.00003166969,0.000244192,0.0006615876,0.001180241],"category_scores_gemma":[0.0001298722,0.0002707796,0.0001866371,0.0002482226,0.00003761462,0.000210172,0.0001173401,0.0007503031,0.001700102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558268,"about_ca_system_score_gemma":0.0005723644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132876,"about_ca_topic_score_gemma":0.004928745,"domain_scores_codex":[0.9974967,0.0004126726,0.0004722397,0.0004212414,0.000232938,0.0009642063],"domain_scores_gemma":[0.998544,0.0005750052,0.0001912477,0.0003443013,0.0002124781,0.0001329137],"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":[0.00005980724,0.0001269558,0.3943588,0.004744677,0.00007839517,0.00001942538,0.5238737,0.00002795088,0.00001165248,0.03724863,0.030621,0.008828913],"study_design_scores_gemma":[0.002104611,0.0001377956,0.01853914,0.002243577,0.00008976961,9.462706e-7,0.4344406,0.0006271352,0.00001842001,0.008307078,0.5329666,0.0005242793],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999822,0.0217869,0.0004656904,0.008522693,0.01553715,0.004045905,0.0001508493,0.0002873434,0.1492213],"genre_scores_gemma":[0.9731608,0.0003062388,0.002394202,0.003872991,0.001547696,0.000118265,0.00004674507,0.0000817523,0.01847133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023456,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804192360","doi":"10.3917/res.208.0009","title":"The working classes online: Overlooked by research?","year":2018,"lang":"fr","type":"article","venue":"Réseaux","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Art","authors":[{"name":"Dominique Pasquier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4292573264763264,"gpt":0.5484644063178836,"spread":0.1192070798415573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006656929,0.0001185787,0.0001212575,0.00004356132,0.00401894,0.0001894388,0.0005660898,0.0002298931,0.000378611],"category_scores_gemma":[0.003165905,0.0001004283,0.00007167181,0.0007474718,0.008659471,0.0001661614,0.00006792461,0.0005176961,0.0004955852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393182,"about_ca_system_score_gemma":0.0009228131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764763,"about_ca_topic_score_gemma":0.00239165,"domain_scores_codex":[0.9961113,0.001963563,0.0002481832,0.0003048906,0.0005946032,0.0007774013],"domain_scores_gemma":[0.9922717,0.006662007,0.0001020998,0.0002580105,0.0005495204,0.0001566893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004186115,0.0001177677,0.00459764,0.00000672063,0.00003910245,2.886669e-7,0.02606786,2.874159e-7,0.00005212461,0.611271,0.3276265,0.03021649],"study_design_scores_gemma":[0.00008373641,0.00006286251,0.00390982,0.00006183408,0.000009532465,5.755784e-7,0.1186761,0.00004208506,0.00001617727,0.03356222,0.8434708,0.0001042529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2223269,0.03220181,0.000100458,0.4584008,0.02341488,0.0004791167,0.00004415261,0.0001086274,0.2629232],"genre_scores_gemma":[0.8700031,0.01074394,0.0009775372,0.001067358,0.0264247,0.00002849619,0.000031812,0.00002372112,0.09069935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6476761,"threshold_uncertainty_score":0.9972777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009622797","doi":"10.3917/res.170.0017","title":"Penser les usages sociaux de l'actualité","year":2011,"lang":"fr","type":"article","venue":"Réseaux","topic":"Social Media and Politics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"University of Cambridge","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Fabien Granjon","is_ca":false},{"name":"Aurélien Le Foulgoc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1946362725904664,"gpt":0.3817769624233848,"spread":0.1871406898329184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004527459,0.0001961104,0.0002556832,0.00004274222,0.0006647977,0.00005308473,0.0003699719,0.0004740276,0.007763814],"category_scores_gemma":[0.0005292487,0.000217483,0.000196829,0.0002873789,0.001330875,0.0002029553,0.00006026854,0.0003227535,0.001479021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153561,"about_ca_system_score_gemma":0.0007245524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04371317,"about_ca_topic_score_gemma":0.002993297,"domain_scores_codex":[0.9975703,0.0005824332,0.0002455962,0.0002373819,0.0003881035,0.0009761789],"domain_scores_gemma":[0.9987127,0.0004428658,0.0001113395,0.0001874301,0.0001158451,0.0004298114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006816324,0.0001355318,0.04623455,0.00004079401,0.00005837319,0.00003338173,0.2658272,1.180926e-7,0.00005616275,0.6410285,0.02575253,0.02082599],"study_design_scores_gemma":[0.0002420203,0.00008059866,0.02999268,0.00006438906,0.0001502795,0.000004412491,0.0927244,0.000008714655,0.001499493,0.1316373,0.7431749,0.0004208615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6831758,0.005150779,0.00008823153,0.01544629,0.0053384,0.0002048163,0.00004508833,0.0001236609,0.2904269],"genre_scores_gemma":[0.9523329,0.001682503,0.001117966,0.002036537,0.003363138,0.00001701057,0.000003566833,0.00003421807,0.03941218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7174223,"threshold_uncertainty_score":0.9992985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078761573","doi":"10.3917/res.129.0311","title":"Le phénomène télénaute ou la convergence télévision/ordinateur chez les jeunes","year":2005,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Molecular biology; Humanities; Chemistry; Biology; Philosophy","authors":[{"name":"Jean-Paul Lafrance","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1375527659333167,"gpt":0.3102130432276203,"spread":0.1726602772943036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000331207,0.0004400673,0.0003981977,0.00009635175,0.0004114171,0.001720867,0.0009756793,0.0002619577,0.0003853578],"category_scores_gemma":[0.0001371265,0.0003693656,0.0002513676,0.0005976307,0.0004451262,0.004738875,0.0005935549,0.0003572206,0.00197369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008221161,"about_ca_system_score_gemma":0.0003905555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727971,"about_ca_topic_score_gemma":0.000438685,"domain_scores_codex":[0.9972929,0.0001601359,0.0004917943,0.0007367473,0.0004743086,0.000844084],"domain_scores_gemma":[0.9981447,0.0001764538,0.000186923,0.0006711035,0.0002740231,0.0005467854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001351002,0.0004135018,0.0003721453,0.00006752332,0.00005034094,0.0002166301,0.001893413,0.0004340064,0.002047492,0.7737468,0.06739105,0.1533536],"study_design_scores_gemma":[0.0006135873,0.0001567813,0.005637707,0.0001744685,0.00002318576,0.000334765,0.0002045283,0.017777,0.0106747,0.01016833,0.9535766,0.0006583317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1964753,0.05010776,0.03886488,0.2200236,0.007208925,0.0007859959,0.000104744,0.0008684149,0.4855605],"genre_scores_gemma":[0.8759517,0.0009200416,0.002907485,0.001404609,0.000743181,0.000007726594,0.00001037647,0.00002985903,0.118025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8861856,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473063989","doi":"10.3917/res.197.0173","title":"Solving Crimes Online: The Contribution of Citizens on the Reddit Bureau of Investigation","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"David Myles","is_ca":true},{"name":"Florence Millerand","is_ca":false},{"name":"Chantal Benoit‐Barné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09341257754840497,"gpt":0.3697473270020301,"spread":0.2763347494536251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007945666,0.00009398842,0.0001495263,0.00003395717,0.0002809047,0.0000210525,0.0002778991,0.00008879075,0.002008772],"category_scores_gemma":[0.0009685586,0.00004682718,0.0002042475,0.0002414885,0.001058116,0.0001149244,0.00004827604,0.0001052569,0.00004931009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009203245,"about_ca_system_score_gemma":0.0001055131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004194235,"about_ca_topic_score_gemma":0.001362147,"domain_scores_codex":[0.9985684,0.000416321,0.0003540468,0.0001351589,0.0003159312,0.0002101698],"domain_scores_gemma":[0.9982945,0.000787781,0.0003108944,0.0002579301,0.0003026475,0.00004627997],"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":[0.00001201446,0.0001262747,0.003127985,0.00002139367,0.00006345659,3.846752e-7,0.002837173,0.000004288489,0.01331476,0.9147354,0.05598726,0.009769551],"study_design_scores_gemma":[0.001634587,0.001211563,0.1395808,0.006742594,0.0005792681,0.000004850678,0.01741954,0.0007970047,0.1460084,0.5032845,0.182127,0.0006099402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087941,0.001971445,0.0007159867,0.1772854,0.001409619,0.0003746986,0.0002575569,0.00001885928,0.009172402],"genre_scores_gemma":[0.9935828,0.0004372979,0.00002624029,0.0002846936,0.0004103618,0.000008230296,0.00001132257,0.000007226904,0.005231764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.411451,"threshold_uncertainty_score":0.9989035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1937417045","doi":"10.3917/res.154.0165","title":"Self-representation and digital identity","year":2009,"lang":"fr","type":"article","venue":"Réseaux","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Humanities; Representation (politics); Identity (music); Self representation; Ethnology; Art; Philosophy; Sociology; Political science","authors":[{"name":"Fanny Georges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02476043878120533,"gpt":0.3012095072484391,"spread":0.2764490684672338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00006431965,0.0001148594,0.0001464306,0.00006337144,0.0003071248,0.001327065,0.00007408844,0.00004415305,0.0008933827],"category_scores_gemma":[0.00005612214,0.0001139727,0.00009289138,0.00004386677,0.0001173101,0.0006842098,0.00002966878,0.00007548655,0.000255302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592073,"about_ca_system_score_gemma":0.00002985833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005928804,"about_ca_topic_score_gemma":0.000183643,"domain_scores_codex":[0.9992504,0.00001582402,0.0001733922,0.0001932655,0.0001803796,0.000186761],"domain_scores_gemma":[0.9995521,0.00002997319,0.00006252428,0.0001431067,0.0001144658,0.00009781909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003888363,0.0001683181,0.0007538609,0.00002675388,0.00008715215,0.00003014131,0.002373785,0.000004778768,0.000001779368,0.9842085,0.005010158,0.007330871],"study_design_scores_gemma":[0.0003358966,0.0001171091,0.003168438,0.00003872251,0.0004730929,0.000007974851,0.002281077,0.002854669,0.00001814967,0.2374071,0.7530143,0.0002834731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0639748,0.01561348,0.0003415798,0.01075904,0.00160868,0.0001460278,0.0001763157,0.00009064315,0.9072894],"genre_scores_gemma":[0.9643926,0.001220573,0.0001065023,0.000287093,0.003278731,0.000001051509,0.00004128477,0.000008081262,0.03066408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9004178,"threshold_uncertainty_score":0.9997097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610229264","doi":"10.3917/res.201.0175","title":"Filmer et être filmé","year":2017,"lang":"fr","type":"article","venue":"Réseaux","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; International Centre for Comparative Criminology","funders":"","keywords":"Humanities; Publics; Political science; Art; Sociology; Law","authors":[{"name":"Michaël Meyer","is_ca":false},{"name":"Samuel Tanner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3222194150859624,"gpt":0.526930478662087,"spread":0.2047110635761246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001877997,0.0001205687,0.0001491757,0.00002555457,0.001947821,0.0001771955,0.0005062954,0.0002225841,0.002490418],"category_scores_gemma":[0.001668151,0.0001318775,0.0001007599,0.00006467976,0.002076983,0.0004683453,0.00005361716,0.0002370025,0.0010024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007117684,"about_ca_system_score_gemma":0.0005812093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808005,"about_ca_topic_score_gemma":0.0006071908,"domain_scores_codex":[0.9985545,0.0004443252,0.0001651158,0.0002524536,0.0002197935,0.0003637973],"domain_scores_gemma":[0.998451,0.0006973228,0.0001962902,0.0003784211,0.0001360245,0.0001409747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001112592,0.00008240841,0.01585993,0.00001828041,0.00003628478,0.000001663061,0.03306499,0.000004172851,0.000009193644,0.8444886,0.09667794,0.009755483],"study_design_scores_gemma":[0.0001645297,0.00002304086,0.1045146,0.00006491805,0.00002818135,0.000001774265,0.031027,0.0000409291,0.000008673916,0.02959943,0.83434,0.0001868575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05601916,0.002469877,0.00008914708,0.3522563,0.01425196,0.0001515352,0.00004917955,0.00004544309,0.5746675],"genre_scores_gemma":[0.8534226,0.002081233,0.002282754,0.001932582,0.006566949,0.00002163455,0.00002911737,0.00001598979,0.1336471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8148891,"threshold_uncertainty_score":0.9997754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281892890","doi":"10.3917/res.232.0169","title":"Les narvals et les licornes se cachent-ils pour mourir ?","year":2022,"lang":"fr","type":"article","venue":"Réseaux","topic":"University-Industry-Government Innovation Models","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":true},"ca_institutions":"Concordia University; Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jonathan Roberge","is_ca":true},{"name":"Guillaume Dandurand","is_ca":true},{"name":"Kevin Morin","is_ca":true},{"name":"Marius Senneville","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06068940993510491,"gpt":0.2698279185289174,"spread":0.2091385085938124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100517,0.0003885273,0.0003379888,0.0003885019,0.001127425,0.0004506233,0.0006739754,0.0002995539,0.02016573],"category_scores_gemma":[0.0001359307,0.0004925088,0.0001826188,0.001076131,0.00010377,0.001808594,0.001304172,0.001276004,0.0005944595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365905,"about_ca_system_score_gemma":0.0001796288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206033,"about_ca_topic_score_gemma":0.0001378097,"domain_scores_codex":[0.9971971,0.0001423203,0.0004334578,0.000562303,0.0009524285,0.0007123782],"domain_scores_gemma":[0.998599,0.0001047192,0.0005206484,0.0004355465,0.000293234,0.00004684537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001120081,0.001132413,0.1157875,0.0005560236,0.0003356078,0.0002527486,0.0008781655,0.01288999,0.001682115,0.4931852,0.3560096,0.01717864],"study_design_scores_gemma":[0.001114315,0.00002891239,0.007745736,0.00009298957,0.0001949711,0.0000123735,0.007275051,0.0101455,0.0001881974,0.002907076,0.96967,0.0006249066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7975885,0.002107781,0.001613074,0.1100551,0.002044813,0.0006468976,0.0002247282,0.0003108571,0.08540832],"genre_scores_gemma":[0.8451388,0.00004979724,0.0003343556,0.005123353,0.001145235,0.00002413962,0.0001486203,0.00007480702,0.1479609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6136604,"threshold_uncertainty_score":0.9997526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466869209","doi":"10.3917/res.197.0253","title":"Plaisanteries d’initiés","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Marion Ink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05359145043978344,"gpt":0.2863685880363289,"spread":0.2327771375965454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002473089,0.0001641077,0.0002355868,0.00002930786,0.0006689783,0.0000549174,0.0002325237,0.0001690351,0.005084431],"category_scores_gemma":[0.0002769473,0.0001209613,0.0001433877,0.000245226,0.00222481,0.0003187077,0.00008539667,0.00008248432,0.002933889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003595488,"about_ca_system_score_gemma":0.0001567337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176048,"about_ca_topic_score_gemma":0.004661439,"domain_scores_codex":[0.9984561,0.0001740381,0.0002003272,0.0002400912,0.0003439898,0.0005855222],"domain_scores_gemma":[0.9992242,0.0003060241,0.00007288004,0.000137832,0.00008818811,0.0001708887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000571223,0.00004491355,0.001106033,0.00001280536,0.00004878415,0.00001561451,0.01108458,3.319982e-8,0.00004787994,0.7217931,0.1962586,0.06958199],"study_design_scores_gemma":[0.0002403693,0.00005845461,0.002776521,0.0001314413,0.00002297937,9.240823e-7,0.002364746,0.000001059352,0.00007071287,0.04773081,0.9463951,0.0002068673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02136222,0.05711012,0.0004111353,0.09649917,0.01264431,0.000178733,0.0001005323,0.0001472773,0.8115465],"genre_scores_gemma":[0.7088473,0.01507477,0.0001487365,0.0006234302,0.002940061,0.00001541706,8.207715e-7,0.0000173268,0.2723321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7501365,"threshold_uncertainty_score":0.9978424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467072390","doi":"10.3917/res.197.0203","title":"Statistiques et menaces numériques","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Centre for Comparative Criminology; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Anne‐Marie Côté","is_ca":true},{"name":"Maxime Bérubé","is_ca":true},{"name":"Benoît Dupont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0433036016538445,"gpt":0.3253086060316105,"spread":0.282005004377766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004333283,0.0002430317,0.0002519854,0.00005585669,0.0001799519,0.0002455891,0.0004826498,0.00007801037,0.0008059327],"category_scores_gemma":[0.00009916216,0.0001661995,0.00009074417,0.0001548089,0.0002376993,0.001415741,0.0004563213,0.00009562542,0.0009644326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055271,"about_ca_system_score_gemma":0.000150509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937212,"about_ca_topic_score_gemma":0.001055579,"domain_scores_codex":[0.9982168,0.0001938305,0.000309507,0.0004355835,0.0003280554,0.0005162215],"domain_scores_gemma":[0.9988096,0.0003473596,0.00009229016,0.0004572636,0.0001612595,0.0001322563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005426333,0.00005178272,0.0007175358,0.00003203324,0.00005787808,0.0000245767,0.002393585,0.00000106719,0.0003244278,0.745813,0.1575821,0.09299663],"study_design_scores_gemma":[0.0004030965,0.0002462858,0.003504964,0.0003467435,0.00001669201,0.00001223275,0.0001926971,0.0002244822,0.00613319,0.08409072,0.9044642,0.0003646281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003746684,0.01641254,0.6364934,0.1717799,0.002777001,0.0003067043,0.00009870366,0.00038244,0.1680026],"genre_scores_gemma":[0.7813656,0.0173034,0.02090362,0.003748351,0.0006422655,0.00005331991,0.000005401271,0.00003844317,0.1759396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7776189,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2633392477","doi":"10.3917/res.202.0311","title":"Les témoins du désir","year":2017,"lang":"fr","type":"article","venue":"Réseaux","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Jean‐Baptiste Lamarche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08930168527383726,"gpt":0.440984524715127,"spread":0.3516828394412898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001716088,0.000409012,0.0006282119,0.0002423764,0.001779654,0.0004682528,0.001905064,0.0007431888,0.02417545],"category_scores_gemma":[0.0002558749,0.0004124111,0.0005049566,0.000177117,0.001389458,0.0002672983,0.0002758353,0.0009964006,0.0161461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044098,"about_ca_system_score_gemma":0.0001126765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004471274,"about_ca_topic_score_gemma":0.0006546061,"domain_scores_codex":[0.9960475,0.0008150714,0.0005174647,0.0009845677,0.0004128646,0.001222534],"domain_scores_gemma":[0.9953922,0.0002302099,0.0003928868,0.003326476,0.0002081578,0.0004500627],"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":[0.0002115985,0.00109866,0.2504025,0.00007050007,0.0006692825,0.0009901804,0.001292438,0.000002798506,0.000311158,0.06991792,0.3183424,0.3566906],"study_design_scores_gemma":[0.001313328,0.0001645537,0.377466,0.00006465527,0.000123086,0.0001709706,0.00020546,0.0002161334,0.0000136362,0.003382641,0.6165671,0.000312488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09837086,0.0129016,0.0007131091,0.07082521,0.009647116,0.0002826108,0.00009330641,0.00006229189,0.8071039],"genre_scores_gemma":[0.7296173,0.001866776,0.0002571254,0.0005800163,0.002864677,0.00004640883,0.00001823151,0.00006534812,0.2646841],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6312464,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213172433","doi":"10.3917/res.231.0137","title":"Penser le sabotage à l’ère du capitalisme numérique","year":2022,"lang":"fr","type":"article","venue":"Réseaux","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":2,"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":"Humanities; Philosophy; Political science","authors":[{"name":"Samuel Lamoureux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01109840214439183,"gpt":0.182298754413163,"spread":0.1712003522687711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003661058,0.0002834568,0.0003056391,0.000147454,0.0006797183,0.001451571,0.0004468276,0.00008561364,0.007768715],"category_scores_gemma":[0.00004598736,0.0003394083,0.0002161196,0.0003029128,0.00008599843,0.006224312,0.0009386428,0.0003269986,0.003030712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705699,"about_ca_system_score_gemma":0.0001040982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206668,"about_ca_topic_score_gemma":0.0004618566,"domain_scores_codex":[0.9984016,0.000004273062,0.0003750238,0.0004137566,0.0002044809,0.0006008755],"domain_scores_gemma":[0.9992784,0.00003204232,0.0002230661,0.0003470842,0.0000773969,0.00004197636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003167112,0.0002758187,0.003861355,0.0002146015,0.0000588202,0.0001499868,0.0002080027,0.001495265,0.0000181535,0.7548769,0.2364922,0.002317227],"study_design_scores_gemma":[0.0005769623,0.00002326742,0.0009673866,0.00002215151,0.00001943065,0.00002847948,0.006407713,0.00630986,0.000006784983,0.05822925,0.9269492,0.0004594974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6729326,0.003432575,0.00004967737,0.01563907,0.004386636,0.0002906425,0.00006484778,0.0001144942,0.3030894],"genre_scores_gemma":[0.9373779,0.00009158305,0.00003959789,0.005291862,0.001962917,0.00004455295,0.0002003445,0.00007805444,0.05491313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6966476,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399127774","doi":"10.3917/res.244.0301","title":"Faire parti sur Twitter","year":2024,"lang":"fr","type":"article","venue":"Réseaux","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Camille Beaurepaire","is_ca":false},{"name":"Yvan Boude","is_ca":true},{"name":"Avner Bar‐Hen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05250818758686474,"gpt":0.2978815066425424,"spread":0.2453733190556777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001541759,0.0002046043,0.0002216058,0.0001077972,0.0002782377,0.00117617,0.0001322823,0.00008204205,0.03061852],"category_scores_gemma":[0.0000419805,0.0001767334,0.0003031844,0.00007077845,0.0002612768,0.0001551029,0.0000572587,0.0002094773,0.005905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004533686,"about_ca_system_score_gemma":0.0001497154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707525,"about_ca_topic_score_gemma":0.0007822774,"domain_scores_codex":[0.9987573,0.00003538626,0.0002665191,0.0003200154,0.0002301331,0.0003906174],"domain_scores_gemma":[0.999366,0.00008357849,0.00003099515,0.000262434,0.0001251191,0.0001318576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002305905,0.00005928658,0.00009703994,0.0001971788,0.0002219431,0.0002363865,0.003185225,0.00001484637,0.000003128006,0.6884159,0.3035674,0.003999269],"study_design_scores_gemma":[0.00007530834,0.0000363574,0.00004806318,0.0002481633,0.0004810591,0.000003948736,0.001040821,0.006784175,0.00002828378,0.03262668,0.9583792,0.0002479302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008253953,0.1145303,0.0001234525,0.04302678,0.01062608,0.0001076697,0.0002654041,0.0001691252,0.8228973],"genre_scores_gemma":[0.5312419,0.0008683974,0.00001757776,0.0006013252,0.01089202,0.000007173306,0.00003352954,0.0000328055,0.4563053],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6557893,"threshold_uncertainty_score":0.9998607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311162130","doi":"10.3917/res.235.0047","title":"Résonance et théorie critique","year":2022,"lang":"fr","type":"article","venue":"Réseaux","topic":"Humanities and Social Sciences","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":"McGill University","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Charles Taylor","is_ca":true},{"name":"Émilie Martini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03164097869440151,"gpt":0.3473437863413685,"spread":0.315702807646967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001778321,0.0001412431,0.000195733,0.00003676211,0.003542539,0.0001760668,0.0006648523,0.00008041096,0.02091368],"category_scores_gemma":[0.0001125418,0.0001658358,0.0001479833,0.0007130733,0.000969467,0.000438013,0.0002677659,0.0004517794,0.0002194129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457143,"about_ca_system_score_gemma":0.0009499993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02049035,"about_ca_topic_score_gemma":0.007565322,"domain_scores_codex":[0.9968421,0.0009920557,0.0002173495,0.0003363609,0.00093604,0.000676133],"domain_scores_gemma":[0.9992644,0.000218562,0.00009881668,0.0001607325,0.00007425788,0.0001831975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002743918,0.00008458944,0.000318566,0.000008856849,0.000007179067,0.00002502381,0.03634342,0.00004431346,0.000004152093,0.8902174,0.06389063,0.009053165],"study_design_scores_gemma":[0.00007537434,0.00008544951,0.0004467767,0.000009059763,0.000008653089,0.000002117482,0.04672396,0.00006283761,0.000002539895,0.1795139,0.7728874,0.0001819447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02639777,0.009489371,0.00008403652,0.190076,0.008985275,0.0002557153,0.0001408271,0.00009540621,0.7644756],"genre_scores_gemma":[0.8103985,0.001960861,0.0001361763,0.007531732,0.001188383,0.00007053563,0.000006009406,0.000015228,0.1786925],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7840008,"threshold_uncertainty_score":0.9977547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127930837","doi":"10.3917/res.175.0265b","title":"Franck COCHOY, De la curiosité. L’art de la séduction marchande , Paris, Armand Colin, 2011, 288 p.","year":2012,"lang":"fr","type":"article","venue":"Réseaux","topic":"Information Technology and Learning","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":"Subject (documents); Field (mathematics); Interpretation (philosophy); Order (exchange)","authors":[{"name":"Nicolas Auray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00971145785426446,"gpt":0.311566309183039,"spread":0.3018548513287745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003204375,0.0001452718,0.0001673063,0.0001015527,0.0008140117,0.00007802304,0.0002016066,0.0007566747,0.003288976],"category_scores_gemma":[0.0002474367,0.0001640445,0.00008334874,0.0002354277,0.001082489,0.0006701428,0.00005862427,0.0008445228,0.003938546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514576,"about_ca_system_score_gemma":0.0002490555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005665042,"about_ca_topic_score_gemma":0.00005063466,"domain_scores_codex":[0.9977373,0.0009435016,0.000233445,0.0001287777,0.0002299301,0.0007269795],"domain_scores_gemma":[0.9990373,0.0003915896,0.000159105,0.0001514193,0.00005834695,0.0002022841],"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":[0.00004286832,0.0002151351,0.06165513,0.00009544476,0.00007291482,0.000007466499,0.03150592,0.0001429296,0.0001589626,0.2401054,0.6411781,0.02481977],"study_design_scores_gemma":[0.0003445697,0.00002959352,0.01899325,0.00004433984,0.00004610586,0.0000487837,0.002558956,0.0003909076,0.0006382852,0.007242024,0.9694698,0.0001933443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2809993,0.04994545,0.01564413,0.02305818,0.004911899,0.0005851674,0.00002211428,0.0006159953,0.6242178],"genre_scores_gemma":[0.9554035,0.009677693,0.001307044,0.0008098966,0.001390855,0.00003291242,0.00001579399,0.00001965554,0.03134266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6744042,"threshold_uncertainty_score":0.9976221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128038044","doi":"10.3917/res.178.0257c","title":"Florence Millerand, Serge Proulx et Julien Rueff (Eds.), Web social. Mutation de la communication , Québec, Presses de l’Université du Québec, 2010, 374 p. Par Camille PALOQUE-BERGES","year":2013,"lang":"fr","type":"article","venue":"Réseaux","topic":"Military, Security, and Education Studies","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":"Context (archaeology); Order (exchange); Subject (documents); Theme (computing)","authors":[{"name":"Camille Paloque-Bergès","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01294568462211854,"gpt":0.2657782507438723,"spread":0.2528325661217538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187784,0.0003044247,0.0003706351,0.0000904675,0.002183379,0.0001730134,0.0006199679,0.0003124569,0.004470165],"category_scores_gemma":[0.0005159863,0.0003266913,0.0001645837,0.0004037035,0.001320752,0.0007804324,0.0001899317,0.0003649759,0.0005507375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006880228,"about_ca_system_score_gemma":0.002588788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8006622,"about_ca_topic_score_gemma":0.5569667,"domain_scores_codex":[0.9964399,0.001726311,0.0003947711,0.0003854296,0.0004144047,0.0006391245],"domain_scores_gemma":[0.9976342,0.0009973664,0.0002480806,0.0003627344,0.00051005,0.0002475652],"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":[0.00001863064,0.000314329,0.02691882,0.0001339419,0.0001169535,0.00000270804,0.2158002,0.0000564966,0.0001128067,0.002940512,0.7476101,0.005974465],"study_design_scores_gemma":[0.0006157103,0.00004757637,0.1707459,0.0001209522,0.000161567,0.000007299569,0.04303322,0.000779246,0.0001007337,0.004560532,0.7793378,0.0004894403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4409847,0.2041334,0.0001505725,0.31512,0.001325852,0.0009880789,0.0000756699,0.0002068606,0.03701478],"genre_scores_gemma":[0.874154,0.1152121,0.0006064112,0.0009272708,0.0005036447,0.0001879508,0.0000603372,0.00003129695,0.008316992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4331692,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126242801","doi":"10.3917/res.212.0233a","title":"Joan STAVO-DEBAUGE. Qu’est-ce que l’hospitalité ? Recevoir l’étranger à la communauté . Montréal, Liber, 2017, 315 p. Par Pierre-Nicolas OBERHAUSER","year":2018,"lang":"fr","type":"article","venue":"Réseaux","topic":"Migration and Exile Studies","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":"Term (time); Work (physics); Data collection","authors":[{"name":"Pierre-Nicolas Oberhauser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02616597803690998,"gpt":0.3033429683426443,"spread":0.2771769903057343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001570486,0.0006279608,0.0007542658,0.0001285736,0.002325658,0.0003896809,0.0009283987,0.000622222,0.004394174],"category_scores_gemma":[0.0005996432,0.0006161444,0.0003775723,0.0009422154,0.002793466,0.0008627302,0.0003224244,0.0007443276,0.005076719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170827,"about_ca_system_score_gemma":0.0006423014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04819459,"about_ca_topic_score_gemma":0.09400906,"domain_scores_codex":[0.9949359,0.001201332,0.000813749,0.0007749622,0.0009522747,0.001321799],"domain_scores_gemma":[0.9968467,0.0006779578,0.0003609823,0.000999829,0.0005330764,0.0005814041],"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":[0.00006315615,0.0005265783,0.002048727,0.0000577001,0.0002405028,0.00002793831,0.05497712,0.000006141619,0.00007116773,0.1327466,0.8007313,0.008503071],"study_design_scores_gemma":[0.0007388149,0.0003999573,0.01198566,0.0002653665,0.0001495909,0.000009234917,0.008978008,0.0001932275,0.0001569057,0.007354826,0.9689942,0.0007741873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09014734,0.1099003,0.000122225,0.08362932,0.008663987,0.001395085,0.0002371366,0.0005438115,0.7053608],"genre_scores_gemma":[0.8020293,0.06797111,0.0008630233,0.003074715,0.003122356,0.0001484923,0.00005076008,0.0001268905,0.1226133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.711882,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460333143","doi":"10.3917/res.197.0109","title":"Les liens faibles du crime en ligne","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cybercrime and Law Enforcement Studies","field":"Computer 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":"Humanities; Political science; Art","authors":[{"name":"Benoît Dupont","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03304406838075079,"gpt":0.2805575430898939,"spread":0.2475134747091431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003505904,0.0002873089,0.0002925502,0.00008616842,0.0003928499,0.0001609306,0.0007306901,0.0001331961,0.001046823],"category_scores_gemma":[0.0001854587,0.0002045721,0.0001478115,0.0003127959,0.0002657183,0.0006757141,0.0007719491,0.0001102713,0.00261804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146186,"about_ca_system_score_gemma":0.0001259559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299004,"about_ca_topic_score_gemma":0.0002368896,"domain_scores_codex":[0.9979766,0.000128332,0.0003378196,0.0005174415,0.0003589044,0.000680884],"domain_scores_gemma":[0.9985502,0.000394373,0.00007955045,0.0006021599,0.0002055427,0.0001681944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006587907,0.00009976998,0.001786374,0.00004001996,0.00008203636,0.00003476259,0.002359958,0.000003545975,0.001304709,0.6872443,0.09137798,0.21566],"study_design_scores_gemma":[0.0005970164,0.0002212745,0.02330696,0.000274179,0.00005374863,0.00002964433,0.0001574885,0.0003084384,0.005719154,0.005845485,0.9630635,0.0004231119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03468041,0.02682868,0.2365847,0.1601,0.008725808,0.0006627367,0.00007744991,0.0006740111,0.5316662],"genre_scores_gemma":[0.8983501,0.003742788,0.002425446,0.0008464504,0.00130316,0.00002087548,0.000001790802,0.0000258842,0.0932835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8716855,"threshold_uncertainty_score":0.9998664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747050817","doi":"10.3917/res.204.0195","title":"Cadrer sans discipliner","year":2017,"lang":"fr","type":"article","venue":"Réseaux","topic":"Psychology of Social Influence","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 de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jean-Sébastien Vayre","is_ca":false},{"name":"Lucie Larnaudie","is_ca":false},{"name":"Aude Dufresne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0686643540025413,"gpt":0.4254043051667771,"spread":0.3567399511642358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006485579,0.0001813119,0.0002406956,0.00002941627,0.003371688,0.0002805723,0.001320521,0.0004091737,0.002368569],"category_scores_gemma":[0.0004082644,0.000196294,0.0001549135,0.0001094245,0.005179638,0.0008386975,0.0002247135,0.0003679913,0.00414958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763406,"about_ca_system_score_gemma":0.0002333514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039847,"about_ca_topic_score_gemma":0.005007758,"domain_scores_codex":[0.9981223,0.0001624896,0.0002202662,0.0004039214,0.0003709808,0.00072008],"domain_scores_gemma":[0.998479,0.00008863385,0.0002575266,0.0007868857,0.0001044973,0.0002834669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001788104,0.0002439195,0.1032678,0.0000279256,0.0001060022,0.00009996805,0.02657985,0.000007471095,0.0003257349,0.6407729,0.1800877,0.04846288],"study_design_scores_gemma":[0.000286002,0.00002961483,0.2698789,0.00007049031,0.00004198799,0.000002658858,0.001632664,0.00001703742,0.00004880546,0.05357292,0.6741132,0.0003057371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2298019,0.002315469,0.00006410963,0.23117,0.0103185,0.0001740963,0.00003589505,0.00005945025,0.5260606],"genre_scores_gemma":[0.8511844,0.0007837742,0.0004230391,0.001999746,0.003095563,0.00001264658,0.000001656152,0.0000212288,0.1424779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6213825,"threshold_uncertainty_score":0.9985434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1549111970","doi":"10.3917/res.107.0295","title":"Un magazine canadien-français resiste a l'envahisseur !","year":2001,"lang":"fr","type":"article","venue":"Réseaux","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","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":"French; Humanities; Art; Ethnology; Political science; Sociology","authors":[{"name":"Michèle T. Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641048143362138,"gpt":0.2109118253141266,"spread":0.1945013438805052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001556823,0.0003580245,0.0005460811,0.00007583519,0.005463854,0.000164513,0.0002784377,0.0001491783,0.01359657],"category_scores_gemma":[0.00006184971,0.0002965787,0.0004734145,0.0002504404,0.0005118347,0.0001857914,0.00009743961,0.0002924727,0.002773037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169875,"about_ca_system_score_gemma":0.00004435345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1397258,"about_ca_topic_score_gemma":0.2550262,"domain_scores_codex":[0.9978591,0.00009921798,0.0004599688,0.0004418116,0.0003519995,0.0007879527],"domain_scores_gemma":[0.9988523,0.00008012116,0.0001229483,0.0003136361,0.0002638423,0.0003671239],"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":[0.00005870828,0.0003418133,0.002232609,0.0001357896,0.0008358243,0.0007927613,0.0801373,0.00001499293,0.00002057369,0.3008721,0.5836892,0.03086834],"study_design_scores_gemma":[0.0003398037,0.0001235356,0.002090012,0.0000502645,0.0004174931,0.00001835225,0.00205943,0.00007394007,0.000001960596,0.002504905,0.9918863,0.0004340183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.212714,0.0725814,0.00002281669,0.5592905,0.002755879,0.0002427295,0.0001692286,0.0001305776,0.1520928],"genre_scores_gemma":[0.2339772,0.01604185,0.00007428309,0.001046789,0.002528085,0.00002276048,0.00002737019,0.0000376223,0.7462441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5941512,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2212466122","doi":"10.3917/res.193.0105","title":"Les manifestations de l’estime et du mépris dans les jeux de rôle en ligne","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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 Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Julien Rueff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1526679356715416,"gpt":0.3336675153122549,"spread":0.1809995796407133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002530512,0.0002360475,0.000172627,0.00006032075,0.0003381756,0.00101198,0.0005255215,0.0001551064,0.0001870104],"category_scores_gemma":[0.0003491052,0.0001574564,0.0001201141,0.0002123948,0.0002296191,0.001966429,0.0002611418,0.0001322573,0.0004564595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009312,"about_ca_system_score_gemma":0.0003952314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350343,"about_ca_topic_score_gemma":0.002632197,"domain_scores_codex":[0.9984039,0.0001702376,0.0002451648,0.0003539647,0.0002236285,0.0006031237],"domain_scores_gemma":[0.9985363,0.0004423808,0.00009328274,0.0003803849,0.0001521034,0.0003955523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008290926,0.0002754457,0.006969426,0.00004183127,0.00004929398,0.000609975,0.0178039,0.0002221279,0.02400975,0.8128979,0.0393047,0.09780734],"study_design_scores_gemma":[0.001236553,0.0006231751,0.3150353,0.0008482441,0.0001116178,0.003218142,0.0009518804,0.01615306,0.02368773,0.1096914,0.5272085,0.001234355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2900692,0.001571925,0.464415,0.08617376,0.0006525011,0.0002314458,0.0001239661,0.000277019,0.1564852],"genre_scores_gemma":[0.93578,0.0003706102,0.01225349,0.0006703019,0.0003153796,0.00001045162,0.000006826436,0.00002220494,0.05057077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7032065,"threshold_uncertainty_score":0.9982532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1746108427","doi":"10.3917/res.107.0117","title":"La représentation des communautés immigrantes à la télévision francophone du Québec","year":2001,"lang":"fr","type":"article","venue":"Réseaux","topic":"Canadian Identity and History","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":"French; Humanities; Representation (politics); Ethnology; Sociology; Political science; Art; Politics; Law","authors":[{"name":"Serge Proulx","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01259100209764318,"gpt":0.2632846980042685,"spread":0.2506936959066253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007582825,0.0001364349,0.0002028497,0.0002316886,0.001603007,0.0003627363,0.0002750155,0.0002450901,0.004816188],"category_scores_gemma":[0.0002521537,0.0001863788,0.0001648513,0.0007605614,0.002723748,0.000469804,0.00004628406,0.0003014857,0.001977692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294738,"about_ca_system_score_gemma":0.001568377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930388,"about_ca_topic_score_gemma":0.99628,"domain_scores_codex":[0.9981499,0.0006656864,0.0002590514,0.0002460035,0.0003253598,0.0003540064],"domain_scores_gemma":[0.9988682,0.0004423209,0.0001073015,0.0002599952,0.00009633241,0.0002258279],"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":[0.00005441776,0.0003422909,0.0215452,0.0001260615,0.00005685813,0.000328183,0.1749734,0.0000515489,0.0002568249,0.01516966,0.3086473,0.4784482],"study_design_scores_gemma":[0.0003320391,0.00003394474,0.05002798,0.0001533937,0.00003028968,0.00004148699,0.01247487,0.0001143495,0.000008399984,0.002102487,0.9344824,0.0001983779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226903,0.04492122,0.0004415041,0.03352953,0.003743249,0.0002337004,0.00003487548,0.0001361625,0.1942694],"genre_scores_gemma":[0.9074591,0.02057368,0.0001637702,0.0005055421,0.0008197066,0.00001087692,0.00001182193,0.00002681754,0.0704287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6258351,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746056909","doi":"10.3917/res.204.0159","title":"Penser politiquement les activités politiques en ligne","year":2017,"lang":"fr","type":"article","venue":"Réseaux","topic":"Social Media and Politics","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 Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Julien Rueff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08513447795434105,"gpt":0.4146453884587718,"spread":0.3295109105044308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005011173,0.0002845449,0.0003733948,0.00005951394,0.002238405,0.0004116363,0.0008223308,0.0005333108,0.001955964],"category_scores_gemma":[0.001305028,0.000313968,0.0002324427,0.00007446251,0.001660277,0.0005976469,0.0002156581,0.0004028619,0.0006854408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187058,"about_ca_system_score_gemma":0.000795504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1916144,"about_ca_topic_score_gemma":0.00769477,"domain_scores_codex":[0.9968979,0.0006635378,0.0002914675,0.0003565159,0.000570605,0.001219973],"domain_scores_gemma":[0.9977759,0.000535733,0.0002671179,0.0006333027,0.0002031507,0.0005848598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007179849,0.0001337633,0.02263908,0.00005961217,0.00006986415,0.00003419317,0.02978836,1.270046e-7,0.0001220017,0.9112157,0.01290282,0.02302735],"study_design_scores_gemma":[0.0003130195,0.0001091322,0.04165636,0.0001568215,0.0001049126,0.000003757959,0.02378399,0.000009479487,0.003648354,0.1102554,0.8195157,0.0004431376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4832697,0.002070008,0.00002488884,0.1952976,0.00676878,0.0003460143,0.000113783,0.0001008818,0.3120084],"genre_scores_gemma":[0.9457228,0.00318611,0.000265198,0.001115396,0.009639269,0.00003295955,0.000006676354,0.00004019861,0.03999136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8066128,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127894596","doi":"10.3917/res.175.0265a","title":"Denis RUELLAN, Nous, journalistes. Déontologie et identité , Presses Universitaires de Grenoble, 2011, 252 p.","year":2012,"lang":"fr","type":"article","venue":"Réseaux","topic":"Nutrition, Health, and Society Studies","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":"Context (archaeology); Subpoena; Term (time)","authors":[{"name":"Gilles Bastin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03288417697604831,"gpt":0.2779857170181893,"spread":0.245101540042141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006480934,0.0002670619,0.000351826,0.00001940113,0.001040622,0.000147593,0.0003805894,0.0003122445,0.00225434],"category_scores_gemma":[0.000103241,0.0001448498,0.0002676354,0.0002205554,0.0003255469,0.0006382395,0.0001627711,0.0003185233,0.0003670169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022397,"about_ca_system_score_gemma":0.00007910537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009209081,"about_ca_topic_score_gemma":0.005241053,"domain_scores_codex":[0.997656,0.0003605644,0.0003086982,0.0002869703,0.0003255203,0.001062244],"domain_scores_gemma":[0.9986462,0.0004424878,0.000181333,0.00009660599,0.0002088849,0.0004244658],"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":[0.0000284043,0.0004728563,0.37065,0.0001838727,0.0001285077,0.00002919472,0.001359494,0.0000046021,0.001253063,0.01293304,0.6065833,0.006373669],"study_design_scores_gemma":[0.0003368834,0.000241089,0.4536746,0.0001609933,0.0001392292,0.0001013883,0.005111505,0.00001548145,0.0001941235,0.008885327,0.5307408,0.0003985831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.369607,0.4169397,0.00006730414,0.1952774,0.003016708,0.000405325,0.0002695583,0.0001615137,0.01425544],"genre_scores_gemma":[0.7702066,0.2086679,0.0008050057,0.002175439,0.002445316,0.00001039517,0.00006203949,0.000005534571,0.01562173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4005996,"threshold_uncertainty_score":0.9986578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502872284","doi":"10.3917/res.181.0087","title":"Les mobilisations de clavier","year":2013,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Constitution; Philosophy; Law","authors":[{"name":"Romain Badouard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3079918583918491,"gpt":0.3490061958613605,"spread":0.04101433746951139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007083585,0.0001463897,0.0001206182,0.00003607089,0.0001793915,0.001753151,0.0003292251,0.0001091583,0.00160482],"category_scores_gemma":[0.00008411271,0.0001128669,0.00009470523,0.0002572765,0.0001390507,0.003192114,0.0001522396,0.0001425027,0.003096525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193925,"about_ca_system_score_gemma":0.0001427518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235134,"about_ca_topic_score_gemma":0.0002307317,"domain_scores_codex":[0.998935,0.00005017039,0.0001771816,0.0002373274,0.0001593603,0.0004409041],"domain_scores_gemma":[0.9990114,0.00007695934,0.00004946496,0.0003453695,0.0001918207,0.0003249882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.802003e-7,0.0001399475,0.000492748,0.00002265019,0.00001781637,0.00001997249,0.00335368,0.0001755598,0.0008147113,0.6777369,0.1504032,0.1668223],"study_design_scores_gemma":[0.0002436077,0.0001424349,0.07958123,0.00009735605,0.00001917267,0.0001843519,0.0002437363,0.03766219,0.001304754,0.1781221,0.7019688,0.0004302444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1360222,0.008985329,0.04146156,0.06746502,0.002103272,0.0005565198,0.00001783772,0.0002171057,0.7431712],"genre_scores_gemma":[0.833111,0.0001037025,0.006371734,0.001985021,0.0003450239,0.00002452419,0.000003996566,0.00001090397,0.1580441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6970888,"threshold_uncertainty_score":0.9993079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7127962017","doi":"10.3917/res.196.0235d","title":"Sophie BOULAY, Usurpation de l’identité citoyenne dans l’espace public : astroturfing, communication et démocratie , Québec, Presses de l’Université du Québec, 2015, 214 p. Par Brieuc LITS","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Social Sciences and Governance","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":"Context (archaeology); Government (linguistics); Agency (philosophy); Work (physics); Perspective (graphical)","authors":[{"name":"Brieuc Lits","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522111533075566,"gpt":0.2619839591498113,"spread":0.2467628438190557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001568622,0.0002866187,0.0003096097,0.00007121701,0.001547479,0.0004114938,0.001328752,0.0002826499,0.001728427],"category_scores_gemma":[0.001434554,0.0002682263,0.0001896483,0.000785338,0.001331676,0.002529232,0.00030417,0.0002728333,0.0002262499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198423,"about_ca_system_score_gemma":0.004914507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8799911,"about_ca_topic_score_gemma":0.9609599,"domain_scores_codex":[0.9963742,0.00101202,0.0003682843,0.0004894311,0.0007881973,0.000967811],"domain_scores_gemma":[0.9973712,0.0006454743,0.000572745,0.0005642135,0.0003709132,0.0004754623],"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":[0.00003634403,0.0002629187,0.4131215,0.00003378699,0.00007587012,0.00001484785,0.0442823,0.00005699306,0.001061898,0.05127939,0.4671421,0.02263208],"study_design_scores_gemma":[0.0004678956,0.00008197655,0.3596043,0.0002117108,0.00006642556,0.000006265344,0.004789334,0.0001951281,0.0002766856,0.003689189,0.6302385,0.000372552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4518886,0.01592956,0.004490543,0.5198841,0.0006886176,0.000340513,0.00007136261,0.0001259346,0.006580714],"genre_scores_gemma":[0.9502016,0.03178184,0.0005368615,0.0006839723,0.0006284835,0.00004148189,0.00001073302,0.00003065795,0.01608442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5192001,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126254220","doi":"10.3917/res.197.0279b","title":"Bruno FRÈRE (dir.), Le Tournant de la théorie critique , Paris, Desclée de Brouwer, coll. « Solidarité et société », 2015, 493 p. Par Jedediah SKLOWER","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Philosophy, Sociology, Political Theory","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":"Perspective (graphical); Context (archaeology); Identity (music); Subject (documents); Relation (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796628903740523,"gpt":0.3603539781004249,"spread":0.3423876890630197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005680101,0.000615379,0.0008722056,0.0001027487,0.001109399,0.0002297014,0.001111232,0.001798549,0.001537221],"category_scores_gemma":[0.004001382,0.0005458037,0.0005725051,0.0003503561,0.006900076,0.0007351492,0.000365083,0.001235501,0.0008019903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551094,"about_ca_system_score_gemma":0.005399778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007564214,"about_ca_topic_score_gemma":0.0006294645,"domain_scores_codex":[0.9890885,0.005999899,0.0007607191,0.000844018,0.0006576346,0.002649216],"domain_scores_gemma":[0.9914013,0.005967123,0.0002754645,0.0006828756,0.0003336689,0.00133958],"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":[0.00005475402,0.0005296494,0.001925399,0.00005032177,0.000158913,0.0001416612,0.002358983,0.000003352551,0.001185771,0.8001572,0.1904662,0.002967825],"study_design_scores_gemma":[0.001020527,0.0001282678,0.001549811,0.0002233165,0.0001074866,0.0000383574,0.001663071,0.00001584478,0.001075135,0.7068224,0.2867706,0.000585212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02901963,0.04762268,0.005872229,0.5140305,0.008436982,0.0009898515,0.0007269388,0.0005128791,0.3927883],"genre_scores_gemma":[0.9411221,0.01819727,0.001340672,0.009714043,0.005117883,0.0001166447,0.00001014792,0.0001337385,0.02424757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9121024,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006076275","doi":"10.3917/res.175.0205","title":"La traduction des échantillons biologiques : une amplification de la vie privée ?","year":2012,"lang":"fr","type":"article","venue":"Réseaux","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","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 Ottawa","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Martin Dufresne","is_ca":true},{"name":"Dominique Robert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05198871218515332,"gpt":0.322651859746665,"spread":0.2706631475615117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008758779,0.0001502472,0.0001328479,0.00005231645,0.0002568573,0.0000372811,0.0001621305,0.000347088,0.00119949],"category_scores_gemma":[0.0002181158,0.0001474927,0.00007948482,0.0002855349,0.001637822,0.0004365146,0.0000507348,0.0002407522,0.0009773353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250664,"about_ca_system_score_gemma":0.00004486067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606704,"about_ca_topic_score_gemma":0.0002326463,"domain_scores_codex":[0.9982429,0.0008253288,0.0002002905,0.0002177893,0.0001023455,0.000411381],"domain_scores_gemma":[0.9992641,0.0002551368,0.0001015561,0.000211663,0.00001371363,0.000153863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001579245,0.0004349467,0.8049886,0.00003611943,0.00004615754,0.000003204176,0.002812994,0.00007402456,0.02490755,0.0439843,0.008228146,0.1144681],"study_design_scores_gemma":[0.0001023946,0.00003322454,0.7637317,0.00002528834,0.00008073942,0.00008064316,0.0006733559,0.0002051613,0.005791852,0.006910139,0.2222123,0.0001532612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955434,0.004178865,0.01541411,0.009439491,0.0003634156,0.0001289772,0.00001175779,0.0001002335,0.0149291],"genre_scores_gemma":[0.9886146,0.004222233,0.004437415,0.0006384375,0.0001755047,0.00002267216,0.00001770138,0.00001274522,0.001858669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139841,"threshold_uncertainty_score":0.9998005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126173445","doi":"10.3917/res.197.0279a","title":"Yves CITTON, Pour une écologie de l’attention , Paris, Seuil, coll. « La Couleur des idées », 2014, 320 p. Par Caroline DATCHARY","year":2016,"lang":"fr","type":"article","venue":"Réseaux","topic":"Philosophical and Theoretical Analysis","field":"Arts and Humanities","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":"Context (archaeology); Feature (linguistics); Interpretation (philosophy)","authors":[{"name":"Caroline Datchary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02883205252163001,"gpt":0.2688807538117591,"spread":0.2400487012901291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006288597,0.0004381464,0.0006117368,0.0001189317,0.0007714075,0.0002234709,0.0004129308,0.0003367198,0.008083454],"category_scores_gemma":[0.0002602979,0.0002941075,0.0004182805,0.0001381601,0.003081297,0.0003698656,0.0002185685,0.000335088,0.001487524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774575,"about_ca_system_score_gemma":0.0001827528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479694,"about_ca_topic_score_gemma":0.0004485601,"domain_scores_codex":[0.9971133,0.000499442,0.0005918955,0.0005673733,0.0003496054,0.0008783992],"domain_scores_gemma":[0.9979073,0.0007623331,0.0001908693,0.0004320943,0.0002912274,0.0004162001],"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":[0.0001323443,0.000737836,0.005633945,0.0001766946,0.0004748951,0.0001376389,0.0004358348,0.000008850002,0.002051552,0.9137561,0.06674909,0.009705176],"study_design_scores_gemma":[0.0007351135,0.0001962388,0.004562724,0.0002486556,0.000537956,0.00001920413,0.0002115511,0.0003328884,0.0004423153,0.6876836,0.3046248,0.0004049143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3125479,0.02489965,0.004618786,0.5058962,0.001589968,0.0005636031,0.002254795,0.0004627685,0.1471664],"genre_scores_gemma":[0.9464584,0.02120491,0.0002209893,0.001203007,0.002197955,0.00004516615,0.00006447643,0.00005362721,0.02855147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6339105,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310833133","doi":"10.3917/res.235.0289","title":"Danick TROTTIER, Le classique fait pop ! Pluralité musicale et décloisonnement des genres , Montréal, Éditions XYZ, 2021, 258 p.","year":2022,"lang":"fr","type":"article","venue":"Réseaux","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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 du Québec","funders":"","keywords":"Art","authors":[{"name":"Miho Matsunuma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1504267162705972,"gpt":0.3001547686102409,"spread":0.1497280523396437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003035195,0.0004412037,0.000414992,0.0001219196,0.001694731,0.001686726,0.0009020742,0.0001122209,0.002120329],"category_scores_gemma":[0.0001076105,0.0003989013,0.0003569371,0.0008469179,0.000377392,0.002901586,0.001435577,0.0005619054,0.0002819251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423679,"about_ca_system_score_gemma":0.0006117631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981033,"about_ca_topic_score_gemma":0.002459565,"domain_scores_codex":[0.9965786,0.0003999223,0.0005637036,0.0007985092,0.0007230932,0.0009362166],"domain_scores_gemma":[0.9980693,0.0001445528,0.0002068003,0.000802514,0.0002119089,0.0005649494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001985212,0.0008491926,0.00003164239,0.00004673596,0.00009126168,0.0002829666,0.00500975,0.002496182,0.001074447,0.5331436,0.4299362,0.02701817],"study_design_scores_gemma":[0.0008760706,0.0005195153,0.002611146,0.0000804451,0.00004565333,0.0002829238,0.00255508,0.0124472,0.000663103,0.042577,0.936663,0.0006789244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1558741,0.0660435,0.05216677,0.401326,0.00913285,0.00226403,0.001821332,0.000655044,0.3107164],"genre_scores_gemma":[0.7903721,0.002509663,0.005071857,0.009644804,0.0008927444,0.0003441476,0.0002705563,0.00007559733,0.1908185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.634498,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804958678","doi":"10.3917/res.208.0285","title":"Hommage à Nicolas Auray","year":2018,"lang":"fr","type":"article","venue":"Réseaux","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy","authors":[{"name":"Serge Proulx","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04267301546630098,"gpt":0.2981333694087442,"spread":0.2554603539424433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003313819,0.0001672073,0.0003073598,0.000068377,0.0003586258,0.00002771002,0.0001508211,0.0001263625,0.008260807],"category_scores_gemma":[0.0004138652,0.0001389603,0.00012791,0.0004476127,0.0008982546,0.00007157136,0.000102752,0.0002058936,0.02688935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095638,"about_ca_system_score_gemma":0.0001787877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001953991,"about_ca_topic_score_gemma":0.00009662545,"domain_scores_codex":[0.9983661,0.00005676757,0.000248661,0.0003706446,0.0003612819,0.0005965945],"domain_scores_gemma":[0.9989032,0.0001028613,0.00004908596,0.0004016997,0.0002151121,0.0003281056],"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":[0.00003290922,0.0002077296,0.001973144,0.00009688638,0.00007474136,0.00009607555,0.002299315,8.443347e-8,0.002258562,0.007819244,0.9416589,0.04348237],"study_design_scores_gemma":[0.0005130291,0.0003991412,0.007757691,0.0001645952,0.0001234093,0.00002051005,0.0003034818,0.0002494846,0.001352389,0.0007015295,0.9882522,0.0001625808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02064874,0.05073353,0.001109926,0.02739078,0.05107047,0.0003412415,0.00004798649,0.0001308437,0.8485265],"genre_scores_gemma":[0.2861596,0.0003509554,0.0005993471,0.000925877,0.007532085,0.000008647497,0.000004555336,0.00001846403,0.7044005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2655109,"threshold_uncertainty_score":0.9926458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}