{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1483,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1483,"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":"d8f5ebe39481","filters":{"venue":"Communication"}},"results":[{"id":"W1502730152","doi":"10.4000/communication.334","title":"Rick LEVINE, Christopher LOCKE, Doc SEARLS and David WEINBERGER, The Cluetrain Manifesto : The End of Business as Usual","year":2006,"lang":"en","type":"article","venue":"Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Manifesto; Novelty; Art history; Cover (algebra); Orange (colour); Hierarchy; Art; Management; Philosophy; Sociology; Law; Political science; Engineering; Theology; Chemistry; Economics","authors":[{"name":"Jason Luckerhoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796000518422318,"gpt":0.2927805283265441,"spread":0.2748205231423209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003951549,0.000621137,0.0003120043,0.001228282,0.007707745,0.01262479,0.001554051,0.008858573,0.02554062],"category_scores_gemma":[0.01751949,0.0004350512,0.0002840829,0.001607891,0.004064461,0.01551098,0.002768896,0.01313755,0.0087414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005734269,"about_ca_system_score_gemma":0.006939907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03879368,"about_ca_topic_score_gemma":0.1013161,"domain_scores_codex":[0.9974003,0.000865086,0.0001190737,0.0002223978,0.001066738,0.0003264843],"domain_scores_gemma":[0.992783,0.003594078,0.0004952325,0.000170616,0.001796307,0.001160702],"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":[0.00001516877,0.00001084256,0.0001840931,0.0000607623,0.000002113576,0.00003881284,0.0008423778,0.00002534537,0.00005106895,0.03990914,0.9493596,0.009500686],"study_design_scores_gemma":[0.00001438848,0.000012261,0.000822412,0.0003357829,0.000004262436,0.00005640263,0.005573838,0.00005286449,0.0002109341,0.01833254,0.9745522,0.00003213734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001326378,0.03656849,0.0007388315,0.9029464,0.00913925,0.00002492811,0.0001867885,0.00007482147,0.04899422],"genre_scores_gemma":[0.07755452,0.07633774,0.001826096,0.3881204,0.006286982,0.0001451926,0.0004326677,0.0005432086,0.4487532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03879368,"threshold_uncertainty_score":0.08544189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2272830110","doi":"10.4000/communication.6090","title":"Jason LUCKERHOFF et François GUILLEMETTE (2012), Méthodologie de la théorisation enracinée. Fondements, procédures et usages","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art; Legitimation; Political science","authors":[{"name":"François R. Derbas Thibodeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5271472322508517,"gpt":0.5559767704265605,"spread":0.02882953817570877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01819542,0.001225413,0.0006390337,0.005010042,0.005705745,0.008047472,0.001602251,0.00438627,0.007051265],"category_scores_gemma":[0.03171311,0.001013351,0.0007829492,0.005421369,0.01823167,0.01632854,0.003083217,0.00717609,0.00212455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006532497,"about_ca_system_score_gemma":0.006452659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564773,"about_ca_topic_score_gemma":0.01857071,"domain_scores_codex":[0.9783698,0.0159548,0.0007005678,0.001502703,0.003017218,0.0004548633],"domain_scores_gemma":[0.9562648,0.03922666,0.001038926,0.0009953886,0.001987265,0.0004869576],"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":[0.00007522667,0.00006962188,0.001429862,0.0009754184,0.0000472731,0.0001716745,0.04975082,0.0002211237,0.0004280845,0.8071846,0.05731276,0.08233351],"study_design_scores_gemma":[0.00004486227,0.0000473714,0.00310947,0.00194942,0.00005323981,0.000355177,0.01284111,0.0005590331,0.001266954,0.5091092,0.4705487,0.0001153542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01267071,0.3851512,0.2104196,0.2284777,0.008035916,0.0004225532,0.0006050893,0.000455214,0.1537619],"genre_scores_gemma":[0.3843269,0.256372,0.1813308,0.0535959,0.005294836,0.002164216,0.0005797534,0.0009312839,0.1154043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01819542,"threshold_uncertainty_score":0.09622771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2441302799","doi":"10.4000/communication.6432","title":"Analyser le discours de presse","year":2000,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Alice Krieg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03632475920709017,"gpt":0.3015265137836726,"spread":0.2652017545765824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005856684,0.0005349179,0.0006385442,0.005122949,0.003547825,0.009800719,0.0007900327,0.001605179,0.01347787],"category_scores_gemma":[0.03197923,0.0005818864,0.0003087366,0.005490071,0.006421549,0.007882354,0.002971879,0.003360431,0.003234928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528103,"about_ca_system_score_gemma":0.00319462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008138023,"about_ca_topic_score_gemma":0.01009531,"domain_scores_codex":[0.9915938,0.003624115,0.000631243,0.0007864469,0.002953647,0.0004107992],"domain_scores_gemma":[0.9527813,0.03192275,0.006045396,0.002147564,0.006384188,0.0007188064],"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":[0.0003159695,0.00006343542,0.03061315,0.002039196,0.00008099536,0.001266093,0.2558894,0.0006055314,0.007675332,0.5572813,0.02788351,0.1162862],"study_design_scores_gemma":[0.00001702546,0.00004336432,0.02202231,0.0006383703,0.00003366358,0.0008504362,0.05027777,0.0008529598,0.002806916,0.01713952,0.9052567,0.00006099007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.382421,0.01468242,0.05534427,0.03274076,0.001592217,0.0002064406,0.002506251,0.000686528,0.5098201],"genre_scores_gemma":[0.9167017,0.005606629,0.01095273,0.001012344,0.001091301,0.0002264103,0.001338321,0.0006387876,0.06243169],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01347787,"threshold_uncertainty_score":0.04508793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1719801422","doi":"10.4000/communication.2637","title":"Ruth WODAK, Barbara JOHNSTONE et Paul KERSWILL (dir.) (2010), The SAGE Handbook of Sociolinguistics","year":2012,"lang":"en","type":"article","venue":"Communication","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sociolinguistics; SAGE; Linguistics; Sociology; Art; Philosophy; Physics","authors":[{"name":"Delphine Choffat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04859259156831706,"gpt":0.3455540103919452,"spread":0.2969614188236281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151275,0.001339664,0.0006300194,0.002112917,0.002610499,0.005100692,0.001208205,0.002342888,0.0210372],"category_scores_gemma":[0.004125108,0.0008420192,0.0003177671,0.002481983,0.002758988,0.007002088,0.001548305,0.003418531,0.01701168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542588,"about_ca_system_score_gemma":0.005084632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04227298,"about_ca_topic_score_gemma":0.1779624,"domain_scores_codex":[0.9988242,0.0004234689,0.00008722855,0.0001685648,0.0003678403,0.0001286402],"domain_scores_gemma":[0.9982705,0.001039853,0.0001909439,0.00009441434,0.0002490551,0.0001551507],"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":[0.00003224241,0.00001861661,0.0004554767,0.0008341399,0.00001200708,0.0001492655,0.007992755,0.00004242961,0.0006692149,0.02410679,0.7721597,0.1935273],"study_design_scores_gemma":[0.000002803851,0.000006159647,0.001292592,0.0003434643,0.000003892599,0.0001961478,0.001534529,0.000017111,0.0001682853,0.005736292,0.9906814,0.00001726771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002327102,0.7999293,0.008286664,0.07346864,0.01813311,0.00009093259,0.00118033,0.0004246972,0.09615926],"genre_scores_gemma":[0.02989318,0.5506412,0.01351731,0.02530965,0.005741687,0.0002707449,0.001034201,0.001084858,0.3725071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04227298,"threshold_uncertainty_score":0.08405387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W231440181","doi":"10.4000/communication.302","title":"Colette BRIN, Jean CHARRON et Jean DE BONVILLE (dir.), Nature et transformations du journalisme. Théories et recherches empiriques","year":2006,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Valentina Pricopie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1792805146550505,"gpt":0.4678193951081645,"spread":0.2885388804531139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00632024,0.001253833,0.001032289,0.003723421,0.004687959,0.008437919,0.00149093,0.005723505,0.007435616],"category_scores_gemma":[0.01309947,0.001001676,0.0005640712,0.004823229,0.005818696,0.01324634,0.001863569,0.007756108,0.004000896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00603098,"about_ca_system_score_gemma":0.004355474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05721549,"about_ca_topic_score_gemma":0.08049924,"domain_scores_codex":[0.9945333,0.002629959,0.0002775905,0.0006377541,0.001567098,0.0003543607],"domain_scores_gemma":[0.9891088,0.007285878,0.0008784634,0.0002183755,0.001710618,0.0007978198],"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":[0.0001315942,0.00004464209,0.001800302,0.0007677913,0.0000539014,0.0001725197,0.008072478,0.0001374246,0.0003838373,0.08995814,0.8226857,0.07579181],"study_design_scores_gemma":[0.00004400394,0.00002272084,0.00564765,0.0007380755,0.00002231115,0.0002541521,0.003430062,0.0001406698,0.0003806856,0.04314239,0.9461081,0.0000691567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001269339,0.7534917,0.001599455,0.2204366,0.01103808,0.00003010428,0.0001535482,0.00005216914,0.01192905],"genre_scores_gemma":[0.0467202,0.7949954,0.003343313,0.06194331,0.02174147,0.0001890442,0.0002378173,0.0002443259,0.07058512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05721549,"threshold_uncertainty_score":0.1137649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962781420","doi":"10.4000/communication.10559","title":"Les recherches en communication environnementale","year":2019,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Andréa Catellani","is_ca":false},{"name":"Céline Pascual Espuny","is_ca":false},{"name":"Pudens Malibabo Lavu","is_ca":false},{"name":"Béatrice Jalenques Vigouroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1830439576124518,"gpt":0.3497360109652515,"spread":0.1666920533527997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02470177,0.001392244,0.001281835,0.01269685,0.01001923,0.01836491,0.001486253,0.004142325,0.01903227],"category_scores_gemma":[0.04250195,0.0005349547,0.001409703,0.02021303,0.01283328,0.01355753,0.004813865,0.005113276,0.003499615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02004652,"about_ca_system_score_gemma":0.02475803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07770658,"about_ca_topic_score_gemma":0.05298979,"domain_scores_codex":[0.9602395,0.02561183,0.001454524,0.002514887,0.008430225,0.001748973],"domain_scores_gemma":[0.929687,0.04640135,0.003998038,0.004732402,0.01363239,0.001548809],"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":[0.0001273496,0.00009017163,0.007440516,0.003351574,0.0001236975,0.0008093713,0.1308018,0.0007790294,0.002382207,0.5330635,0.03225525,0.2887755],"study_design_scores_gemma":[0.0000153685,0.0001043868,0.00917457,0.003202469,0.00006586023,0.0007206564,0.0456064,0.0003105935,0.00220636,0.02530571,0.9131903,0.00009737263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08408636,0.2740999,0.04473382,0.1259073,0.007013426,0.0002605867,0.001812841,0.0006124676,0.4614733],"genre_scores_gemma":[0.6044136,0.2202597,0.02853266,0.01127072,0.004715877,0.0007091481,0.0008989719,0.0005466713,0.1286527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07770658,"threshold_uncertainty_score":0.1545085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964089020","doi":"10.4000/communication.10498","title":"The Conversation France","year":2019,"lang":"en","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Violaine Appel","is_ca":false},{"name":"Julien Falgas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09764098252840946,"gpt":0.2809745567914858,"spread":0.1833335742630763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005012685,0.001022428,0.0006485565,0.002047874,0.01789346,0.02045835,0.001352078,0.007388651,0.08378191],"category_scores_gemma":[0.01317808,0.0004460695,0.0007527514,0.001731606,0.008180084,0.009336028,0.008766963,0.008836865,0.0256274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01379086,"about_ca_system_score_gemma":0.009354564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0333988,"about_ca_topic_score_gemma":0.03352538,"domain_scores_codex":[0.9901362,0.005032856,0.000257079,0.001081549,0.001835089,0.001657294],"domain_scores_gemma":[0.9940461,0.002221016,0.0003498524,0.0004442692,0.001442565,0.00149615],"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":[0.0001204296,0.00002873432,0.0005949517,0.0001524651,0.00001488711,0.0009440892,0.04783219,0.00007706978,0.0005548341,0.2979723,0.6031,0.0486081],"study_design_scores_gemma":[0.000002154778,0.000004112773,0.0001294396,0.0000497531,0.000001129868,0.00007328963,0.003724842,0.00001575917,0.00004469125,0.001921373,0.994027,0.000006399788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008615407,0.01900885,0.002344455,0.2360073,0.02111001,0.00007159131,0.0006438464,0.0004820518,0.7117165],"genre_scores_gemma":[0.1600558,0.006294134,0.001103324,0.0450298,0.005792903,0.0001325011,0.00039962,0.000508653,0.7806833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08378191,"threshold_uncertainty_score":0.2802784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976294756","doi":"10.4000/communication.4931","title":"Pouvoir des séries télévisées","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Jean-Pierre Esquénazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3484816578215289,"gpt":0.3256218684149169,"spread":0.02285978940661199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316775,0.0004654943,0.0001774461,0.001453654,0.00380103,0.006049632,0.0007217461,0.001315162,0.05160639],"category_scores_gemma":[0.006446416,0.0001854502,0.0003092988,0.001222485,0.003564844,0.00569575,0.002453951,0.002338996,0.00546303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495892,"about_ca_system_score_gemma":0.001466141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002599484,"about_ca_topic_score_gemma":0.003149798,"domain_scores_codex":[0.9987291,0.0004407779,0.00004288766,0.0002039312,0.0004251261,0.0001581926],"domain_scores_gemma":[0.997347,0.001076496,0.000310376,0.0003493507,0.0004995771,0.0004170595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001222771,0.00003925431,0.001082844,0.0001294372,0.000006703456,0.0003528082,0.02843651,0.0002925062,0.002568507,0.8500201,0.03288481,0.08406423],"study_design_scores_gemma":[0.000008134753,0.00005205634,0.0008069663,0.0001136785,0.000003523207,0.0002510923,0.007228142,0.0001796284,0.001231889,0.01788309,0.972231,0.00001073031],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0489221,0.001924193,0.01386114,0.006628605,0.00412459,0.00006968578,0.0001884192,0.0003458625,0.9239354],"genre_scores_gemma":[0.4080833,0.001717762,0.005466051,0.000829115,0.00158067,0.0001414024,0.0001865455,0.0003598718,0.5816352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05160639,"threshold_uncertainty_score":0.1726406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079135446","doi":"10.4000/communication.4439","title":"Faire du bruit sans faire de vagues","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Geography","authors":[{"name":"Jean-Baptiste Comby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04447839674450496,"gpt":0.2718034711881551,"spread":0.2273250744436501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01494165,0.0008923885,0.001170947,0.003215847,0.008479051,0.01186409,0.00199901,0.004507342,0.01707098],"category_scores_gemma":[0.04422313,0.0007529832,0.00125097,0.002296608,0.03298721,0.02279408,0.009107085,0.005340527,0.002727544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006617649,"about_ca_system_score_gemma":0.005177954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160396,"about_ca_topic_score_gemma":0.01439905,"domain_scores_codex":[0.9820649,0.009547026,0.0007095238,0.002742096,0.003831934,0.00110443],"domain_scores_gemma":[0.9747689,0.01235885,0.00188006,0.006035988,0.004281485,0.0006747954],"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":[0.00003813733,0.0000119187,0.0006071972,0.0001170661,0.00002064599,0.0002340545,0.03107341,0.0003487415,0.0004677233,0.9489282,0.005490644,0.01266234],"study_design_scores_gemma":[0.0000268121,0.00003047646,0.0009496019,0.000452628,0.00003976833,0.0004617452,0.02742072,0.001591338,0.001073931,0.5953838,0.3724935,0.00007571436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08334404,0.007421326,0.2071038,0.06975643,0.003005508,0.0002232392,0.000379146,0.0006505141,0.6281159],"genre_scores_gemma":[0.8191739,0.002387652,0.03842835,0.004685232,0.000882385,0.0001825127,0.0002237849,0.0007894278,0.1332468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01707098,"threshold_uncertainty_score":0.0790199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082832727","doi":"10.4000/communication.2915","title":"La santé en ligne","year":2012,"lang":"fr","type":"article","venue":"Communication","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Ethnology; Art; Sociology","authors":[{"name":"Hélène Romeyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1576411844844979,"gpt":0.5541966478480747,"spread":0.3965554633635768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416087,0.0003295329,0.0003960784,0.0009947001,0.001813146,0.004995236,0.0006115705,0.002191817,0.09124407],"category_scores_gemma":[0.008119162,0.0001779425,0.0005900793,0.001423848,0.001429291,0.002768027,0.002088999,0.003537646,0.02183403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321248,"about_ca_system_score_gemma":0.006657777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165629,"about_ca_topic_score_gemma":0.01068881,"domain_scores_codex":[0.9966813,0.001656576,0.0001218428,0.0002282701,0.0009838081,0.0003282901],"domain_scores_gemma":[0.996181,0.001788094,0.0002322148,0.0003366936,0.0008666536,0.0005954438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001010182,0.0002470216,0.00668866,0.001280779,0.0000779835,0.0009854669,0.0103232,0.0003936186,0.0008852386,0.141762,0.3800526,0.4572023],"study_design_scores_gemma":[0.000005892839,0.0000460188,0.003411582,0.0005241887,0.00000957171,0.0005323432,0.002117963,0.00005273043,0.0001660119,0.005920704,0.9872016,0.00001149339],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02290454,0.05167973,0.004698199,0.1314256,0.004746004,0.0001713653,0.00220493,0.0004369733,0.7817327],"genre_scores_gemma":[0.3903519,0.09027167,0.0119129,0.03744307,0.004041727,0.0003258483,0.003292621,0.0003583533,0.4620018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09124407,"threshold_uncertainty_score":0.3052418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065956872","doi":"10.4000/communication.3236","title":"Réflexions autour de l'institutionnalisation des disciplines","year":2005,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Robert Boure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3446369590825225,"gpt":0.3753036589874911,"spread":0.03066669990496856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05211557,0.0006452248,0.0007871414,0.004686086,0.01229064,0.02560807,0.002585751,0.006262438,0.007341843],"category_scores_gemma":[0.07340517,0.000592667,0.0008619452,0.004494493,0.08301108,0.02509102,0.01354929,0.01430781,0.001241667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02293474,"about_ca_system_score_gemma":0.02792593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767346,"about_ca_topic_score_gemma":0.0170828,"domain_scores_codex":[0.9393116,0.0362347,0.002421472,0.005345532,0.01327749,0.003409205],"domain_scores_gemma":[0.8815345,0.06103094,0.008438081,0.01833876,0.02565932,0.004998451],"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":[0.00001054285,0.000006080109,0.0002294146,0.00003805944,0.000005063052,0.00002520688,0.01353007,0.00006917565,0.0000591913,0.9776437,0.003099868,0.00528377],"study_design_scores_gemma":[0.00001999958,0.00001748065,0.0009186151,0.0005269576,0.00001795223,0.0001455801,0.02171266,0.0003003269,0.0004997478,0.6013345,0.3744726,0.00003355501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04438786,0.01273716,0.04659071,0.3603922,0.00478307,0.00008184612,0.0001286073,0.0002122692,0.5306863],"genre_scores_gemma":[0.917387,0.006468648,0.009766082,0.01760028,0.002881213,0.0001675069,0.00005957634,0.0002888769,0.04538082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9877093,"threshold_uncertainty_score":0.2756168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904776200","doi":"10.4000/communication.8917","title":"Du monde réel au monde numérique","year":2018,"lang":"fr","type":"article","venue":"Communication","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Abdelaziz Blilid","is_ca":false},{"name":"Laurence Favier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03874548140137702,"gpt":0.3251985012613069,"spread":0.2864530198599299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007244574,0.0003909649,0.0003265802,0.001792939,0.004129467,0.006195858,0.0004159047,0.0008548113,0.05347117],"category_scores_gemma":[0.004559744,0.000219127,0.000324784,0.002698393,0.003635867,0.005665079,0.003239758,0.001725759,0.005210307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002781366,"about_ca_system_score_gemma":0.001333576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830931,"about_ca_topic_score_gemma":0.02518139,"domain_scores_codex":[0.9988091,0.0004929018,0.00006419721,0.0002478378,0.0002524547,0.0001335127],"domain_scores_gemma":[0.9985999,0.0006665155,0.0001570017,0.0002166694,0.0001994353,0.0001604421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001598749,0.00002174057,0.005799511,0.000606365,0.00002410819,0.000409754,0.08055545,0.0001908152,0.001119377,0.7058517,0.0769847,0.1282767],"study_design_scores_gemma":[0.000003319011,0.000006824048,0.002759106,0.0001132111,0.000002594621,0.0001747512,0.004897447,0.00004974048,0.000146896,0.005430842,0.9864061,0.000009063063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07559174,0.02327579,0.01237267,0.01449871,0.003234261,0.00007235839,0.003499698,0.0005372696,0.8669174],"genre_scores_gemma":[0.6176488,0.01127753,0.01041249,0.001310101,0.001185917,0.0001547321,0.001479113,0.0007982742,0.355733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05347117,"threshold_uncertainty_score":0.1788788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043381548","doi":"10.4000/communication.11061","title":"Mèmes, gifs et communication cognitivo-affective sur Internet","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Albin Wagener","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07222409545394942,"gpt":0.3014375801031642,"spread":0.2292134846492148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968415,0.0008292482,0.0003693019,0.003156124,0.003096598,0.0104945,0.0008134061,0.002340814,0.01330556],"category_scores_gemma":[0.006670441,0.0003118654,0.0005929749,0.001863729,0.009562366,0.01116096,0.00317113,0.001775328,0.001276797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595297,"about_ca_system_score_gemma":0.001185064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007130949,"about_ca_topic_score_gemma":0.006365307,"domain_scores_codex":[0.9982507,0.0009418606,0.00006988238,0.0002669799,0.0003220846,0.0001484519],"domain_scores_gemma":[0.9964861,0.002450943,0.000267257,0.0002988008,0.0003836554,0.0001132466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006038061,0.00002446708,0.002692979,0.000238117,0.00002547977,0.0004074102,0.05434871,0.0004938258,0.001295202,0.899106,0.00307047,0.03823701],"study_design_scores_gemma":[0.00002909122,0.00005837376,0.0111203,0.0006710918,0.00007871629,0.001033221,0.08403534,0.004595344,0.003171563,0.5107514,0.3843589,0.0000965596],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1278347,0.006749986,0.1553928,0.02127935,0.001299413,0.0002077267,0.0005986319,0.000653734,0.6859836],"genre_scores_gemma":[0.9186152,0.002931363,0.02477205,0.001348215,0.0005292908,0.0002097389,0.0002371738,0.0002102791,0.0511467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01330556,"threshold_uncertainty_score":0.0445115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991001602","doi":"10.4000/communication.3066","title":"Une éthique du discours médiatique est-elle possible ?","year":2010,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Patrick Charaudeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02453469832422702,"gpt":0.2891704300090852,"spread":0.2646357316848582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009804487,0.0004909699,0.0006096216,0.00228924,0.00601901,0.01190829,0.001088865,0.003900386,0.01168078],"category_scores_gemma":[0.03003426,0.0004190085,0.0003924971,0.002048339,0.02338258,0.01437086,0.00515851,0.005323166,0.001456182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031554,"about_ca_system_score_gemma":0.002934239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005071975,"about_ca_topic_score_gemma":0.00597525,"domain_scores_codex":[0.9848847,0.009248337,0.0005235181,0.001520276,0.002820165,0.001003025],"domain_scores_gemma":[0.9690736,0.02176728,0.003088396,0.002431131,0.002771241,0.0008683293],"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":[0.00005099693,0.00001885919,0.003600954,0.0001964897,0.00001632449,0.0002074701,0.04298582,0.0000778376,0.0005194187,0.9318253,0.0030627,0.01743786],"study_design_scores_gemma":[0.00004888401,0.00007554879,0.00867458,0.001215003,0.0000568842,0.001338709,0.1288254,0.0008702528,0.002333395,0.4578777,0.3985814,0.0001024003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1608647,0.006942723,0.07247153,0.1133936,0.001256419,0.0001161691,0.0003583343,0.0001957628,0.6444008],"genre_scores_gemma":[0.9772703,0.001451558,0.003674178,0.00191661,0.0004064332,0.00007444583,0.00005616199,0.0001065682,0.01504377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01190829,"threshold_uncertainty_score":0.05185169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094639111","doi":"10.4000/communication.4786","title":"Réception des campagnes de communication de santé publique et efficacité des messages suscitant de la peur","year":2003,"lang":"fr","type":"article","venue":"Communication","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","authors":[{"name":"Didier Courbet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07104555558031284,"gpt":0.4471896569361138,"spread":0.376144101355801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01338006,0.000470591,0.0003954915,0.0009709427,0.001330872,0.001843345,0.000736954,0.001824789,0.01148904],"category_scores_gemma":[0.05122564,0.000389423,0.0006486464,0.0005273766,0.00169387,0.001518853,0.001900806,0.002526262,0.001095421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789077,"about_ca_system_score_gemma":0.002940044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00390011,"about_ca_topic_score_gemma":0.003985358,"domain_scores_codex":[0.9864151,0.009638408,0.0003612714,0.0004589371,0.002620026,0.0005063076],"domain_scores_gemma":[0.9242133,0.06218357,0.006818829,0.001684946,0.003243455,0.001855951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002966962,0.004542134,0.1217773,0.007381962,0.0007196247,0.001541115,0.2370341,0.001103054,0.02088404,0.02376122,0.008782932,0.5695055],"study_design_scores_gemma":[0.0009233982,0.02080988,0.5784236,0.006651173,0.001566184,0.002747124,0.1615768,0.00346317,0.02752037,0.01768548,0.1780877,0.0005452445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086359,0.005239447,0.006793967,0.02362032,0.0009001938,0.0004981622,0.0001984707,0.0001149172,0.05399866],"genre_scores_gemma":[0.9831124,0.003080891,0.00404001,0.001840352,0.0003185238,0.0003243084,0.00007407945,0.00003822189,0.007171288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338006,"threshold_uncertainty_score":0.07076138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618553769","doi":"10.4000/communication.3840","title":"Les études critiques en management","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Jean‐François Chanlat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03512080414021593,"gpt":0.2642297788688647,"spread":0.2291089747286488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02165328,0.001332921,0.00114161,0.008487879,0.01037514,0.01824553,0.002656858,0.007913994,0.0119628],"category_scores_gemma":[0.04861981,0.000470357,0.001040956,0.009125331,0.03645013,0.01421814,0.005912036,0.008479813,0.002092795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02157274,"about_ca_system_score_gemma":0.01455714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325543,"about_ca_topic_score_gemma":0.02503347,"domain_scores_codex":[0.9559889,0.02946459,0.001233136,0.002459503,0.009342295,0.001511453],"domain_scores_gemma":[0.9358327,0.04824263,0.002942316,0.003494926,0.008458314,0.001029044],"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":[0.00002363523,0.00002304747,0.0005635759,0.0006518417,0.00002906767,0.0001949436,0.03325528,0.0003246154,0.0001916791,0.8841674,0.04674137,0.03383343],"study_design_scores_gemma":[0.000009812275,0.00002209442,0.000775982,0.002027448,0.00001711812,0.0002386658,0.02461253,0.0003171021,0.0003639338,0.1660601,0.805526,0.00002918462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01118056,0.213466,0.01605941,0.4908334,0.01415919,0.00005400665,0.0001784762,0.0001260579,0.2539428],"genre_scores_gemma":[0.5407476,0.2137569,0.01225739,0.08860936,0.02419239,0.0004788554,0.000253767,0.0005296272,0.1191741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02325543,"threshold_uncertainty_score":0.156522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263423268","doi":"10.4000/communication.5875","title":"L’« imaginaire sociotechnique » des publics prescripteurs sur Facebook","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Publics; Political science; Humanities; Psychology; Art; Politics","authors":[{"name":"Daphné Duvernay","is_ca":false},{"name":"Christine Bréandon","is_ca":false},{"name":"Éric Boutin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4832654791065564,"gpt":0.3510654589350593,"spread":0.1322000201714971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003659132,0.0004921932,0.0002289893,0.00331789,0.007324904,0.01103623,0.000601883,0.001736241,0.01347517],"category_scores_gemma":[0.009219095,0.0003551121,0.0003236274,0.002725272,0.01015073,0.01201602,0.004372027,0.002502177,0.001810713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004288261,"about_ca_system_score_gemma":0.0018504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009709421,"about_ca_topic_score_gemma":0.01331893,"domain_scores_codex":[0.9947495,0.003361979,0.0001059042,0.0003576125,0.001063951,0.0003611035],"domain_scores_gemma":[0.9886937,0.007195821,0.001225354,0.001303243,0.0009805714,0.0006013133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001177352,0.00006914144,0.02149516,0.0003150196,0.00002540434,0.0008846724,0.528174,0.0003332014,0.002270515,0.3468149,0.01711001,0.08239032],"study_design_scores_gemma":[0.00001356595,0.00006777186,0.02210436,0.0004466257,0.000019769,0.0008005367,0.2843779,0.0007069601,0.002000905,0.02842915,0.6609476,0.00008474901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3559489,0.002921511,0.0129917,0.03569473,0.0006818057,0.00008308271,0.0004647205,0.0002950706,0.5909184],"genre_scores_gemma":[0.9625071,0.001346893,0.001447253,0.0008674939,0.0003098305,0.00005349765,0.00006677106,0.0001103869,0.03329081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01347517,"threshold_uncertainty_score":0.04507899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791637354","doi":"10.4000/communication.7660","title":"De l’utilisation de Facebook à des fins de mobilisation par le groupe Sauvons Calais","year":2018,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Matthijs Gardenier","is_ca":false},{"name":"Aymeric Monie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08027878333157977,"gpt":0.3039683231487722,"spread":0.2236895398171924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277465,0.0003689704,0.0002451427,0.001835816,0.00272308,0.004377086,0.0004492131,0.001475581,0.01001852],"category_scores_gemma":[0.01424114,0.0002192356,0.0002714785,0.001380748,0.001743308,0.002700266,0.001712989,0.001317909,0.00141019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461881,"about_ca_system_score_gemma":0.001044939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01878551,"about_ca_topic_score_gemma":0.02396143,"domain_scores_codex":[0.997687,0.001282311,0.00007176919,0.0002440753,0.0004599156,0.000254996],"domain_scores_gemma":[0.9866925,0.008293946,0.001639531,0.0007362728,0.001902002,0.000735812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003057313,0.0001661641,0.140023,0.0004080457,0.00007190417,0.001474767,0.7428791,0.0001636159,0.002688816,0.004905892,0.004791164,0.1021218],"study_design_scores_gemma":[0.00001660422,0.0003348844,0.2403112,0.0004736804,0.00006641917,0.001162729,0.6569654,0.0006060562,0.001541179,0.001054523,0.09738611,0.000081222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969192,0.0007287055,0.0007489238,0.001900213,0.0001241737,0.00004176325,0.0002882579,0.0000256564,0.02695015],"genre_scores_gemma":[0.9876751,0.000554541,0.0004536074,0.0002377743,0.00006372531,0.00005567186,0.0001127068,0.00001413768,0.01083279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878551,"threshold_uncertainty_score":0.03735232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W82513849","doi":"10.4000/communication.6312","title":"Une définition du récit d’après Paul Ricœur","year":2000,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Annik Dubied","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05488308981267556,"gpt":0.2677397247728989,"spread":0.2128566349602233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004199686,0.001166556,0.0005646241,0.003014664,0.005059941,0.008896739,0.001659593,0.00445821,0.006940656],"category_scores_gemma":[0.004842306,0.0005617312,0.0007609794,0.002473489,0.02184434,0.01048903,0.004018661,0.00549404,0.001948259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0065059,"about_ca_system_score_gemma":0.004014474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425302,"about_ca_topic_score_gemma":0.009576905,"domain_scores_codex":[0.9928601,0.003716912,0.0004016882,0.001269595,0.001299707,0.0004519667],"domain_scores_gemma":[0.9975931,0.0008703513,0.0002800224,0.0003523174,0.0007755407,0.0001286743],"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":[0.00001077763,0.000003311922,0.0000710567,0.00005150382,0.00000294843,0.00005131158,0.01170972,0.00006506347,0.0002078317,0.9828342,0.001505316,0.003486979],"study_design_scores_gemma":[0.00001305458,0.00003971404,0.0005123188,0.0004175439,0.00002106688,0.0004612099,0.009403702,0.0004581255,0.0009080552,0.1778197,0.8098977,0.00004792196],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02134635,0.0167409,0.109637,0.01876393,0.001628302,0.0002043857,0.0002856923,0.0002752588,0.8311182],"genre_scores_gemma":[0.7506189,0.01115148,0.05106518,0.005373063,0.00144811,0.00051666,0.0005190092,0.0007107384,0.1785968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01425302,"threshold_uncertainty_score":0.0472039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008107394","doi":"10.4000/communication.1725","title":"Le processus de féminisation du journalisme politique et les réorganisations professionnelles dans les quotidiens nationaux français","year":2011,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art; Sociology","authors":[{"name":"Béatrice Damian-Gaillard","is_ca":false},{"name":"Eugénie Saitta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2303173270534788,"gpt":0.4225850350474848,"spread":0.192267707994006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02423412,0.0003806899,0.0004106469,0.004772982,0.01615318,0.01783627,0.00100151,0.003192805,0.009276239],"category_scores_gemma":[0.03709589,0.0005749108,0.0003814737,0.004990915,0.02259616,0.008156418,0.005531565,0.00388481,0.001053156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0212734,"about_ca_system_score_gemma":0.03371924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09937121,"about_ca_topic_score_gemma":0.1046727,"domain_scores_codex":[0.9806328,0.009515841,0.0007641425,0.00181272,0.003711966,0.003562519],"domain_scores_gemma":[0.928652,0.04382597,0.005959059,0.003960879,0.01017404,0.007428025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000117528,0.00006693583,0.01253383,0.000318038,0.00002496486,0.0006766252,0.3661162,0.0001745464,0.002665943,0.5535888,0.01144125,0.05227546],"study_design_scores_gemma":[0.00004873549,0.0001213264,0.05128069,0.0006748428,0.00002016264,0.0005342431,0.1637059,0.0002494875,0.001751103,0.04422772,0.7372813,0.0001043578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4147164,0.01621462,0.009176422,0.1596794,0.001549909,0.0002458008,0.0003894655,0.0001526034,0.3978754],"genre_scores_gemma":[0.9410575,0.002472407,0.001922026,0.005168976,0.0004981413,0.0001122365,0.00008124259,0.00007116899,0.04861647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09937121,"threshold_uncertainty_score":0.1975856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2194862059","doi":"10.4000/communication.5445","title":"Les représentations mentales","year":2001,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Argumentation theory; Linguistics","authors":[{"name":"Claude Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1109030129243715,"gpt":0.3884396144058468,"spread":0.2775366014814753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006607176,0.0009818044,0.0005262247,0.003127987,0.00413046,0.01712617,0.001675216,0.003974931,0.01132947],"category_scores_gemma":[0.02410236,0.0005387053,0.001133863,0.002484751,0.02492892,0.01798615,0.007000043,0.005743045,0.001767491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004925475,"about_ca_system_score_gemma":0.002908618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006181889,"about_ca_topic_score_gemma":0.00351248,"domain_scores_codex":[0.9871635,0.006279084,0.0005544274,0.001661285,0.003351548,0.0009901319],"domain_scores_gemma":[0.9894427,0.004874647,0.001185088,0.002256417,0.001787774,0.0004534197],"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":[0.00001731251,0.000006999485,0.0004053834,0.00005260886,0.00001179821,0.00007301328,0.02032756,0.0002296469,0.0003520043,0.9711113,0.001301418,0.006111031],"study_design_scores_gemma":[0.00002276991,0.0000382645,0.001674365,0.0003018629,0.00004861969,0.0004871128,0.03138526,0.002645513,0.001650517,0.7554491,0.206219,0.00007766196],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1226521,0.004083088,0.2186683,0.03592953,0.001559378,0.0001468016,0.000803251,0.0006361241,0.6155214],"genre_scores_gemma":[0.939013,0.00190186,0.02479951,0.001244342,0.0003255872,0.0001556248,0.0005655945,0.0002044378,0.03179003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01712617,"threshold_uncertainty_score":0.03790087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994014565","doi":"10.4000/communication.1292","title":"La construction du personnage dans la presse people","year":2009,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art; Humanities","authors":[{"name":"Marc Lits","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919948059198326,"gpt":0.259207673739592,"spread":0.2400081931476087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644751,0.0003597027,0.0002443658,0.001732322,0.004103564,0.005888824,0.0003997064,0.00106693,0.008406674],"category_scores_gemma":[0.002974712,0.0004274827,0.0002778661,0.001852872,0.01295726,0.007059057,0.002441142,0.001439602,0.001426304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350664,"about_ca_system_score_gemma":0.001985915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009162737,"about_ca_topic_score_gemma":0.0109542,"domain_scores_codex":[0.9978327,0.001136524,0.00009109904,0.0003630484,0.0003732764,0.0002033291],"domain_scores_gemma":[0.9984385,0.0006833044,0.0001913074,0.0002380807,0.000285742,0.0001630485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004418168,0.00001206051,0.002200756,0.0001273735,0.00001238245,0.0004835503,0.1476707,0.0001037248,0.003414938,0.8235921,0.001661695,0.02067651],"study_design_scores_gemma":[0.00002157591,0.00007978333,0.01137981,0.0004700243,0.00004483984,0.00173765,0.09692496,0.0006548034,0.004892034,0.1083181,0.7754053,0.0000711159],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3178408,0.002515012,0.1425434,0.003968418,0.0004908263,0.0001132615,0.0003510658,0.0005538184,0.5316234],"genre_scores_gemma":[0.9447169,0.000581873,0.01272988,0.0001292536,0.00009761788,0.00004844719,0.0001299218,0.0002016203,0.04136438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009162737,"threshold_uncertainty_score":0.02812308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2260952505","doi":"10.4000/communication.5775","title":"Le genre de la réception","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Laetitia Biscarrat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4129645940334267,"gpt":0.522274013551388,"spread":0.1093094195179614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002724133,0.0006115521,0.0004464035,0.002751757,0.005463981,0.01267886,0.001107689,0.002439855,0.0424257],"category_scores_gemma":[0.01281654,0.0003179632,0.0006222344,0.00284258,0.006376204,0.008708618,0.00500482,0.003344483,0.007732043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004012865,"about_ca_system_score_gemma":0.003359371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00711765,"about_ca_topic_score_gemma":0.005583405,"domain_scores_codex":[0.9937001,0.002677899,0.0002425089,0.0006673413,0.00212414,0.0005879563],"domain_scores_gemma":[0.9921378,0.003211914,0.0008542038,0.001049919,0.001752122,0.000994112],"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":[0.0002786109,0.00007892017,0.007918121,0.0008837945,0.00003760254,0.001545882,0.255648,0.0001664997,0.00456736,0.4761519,0.06154015,0.1911832],"study_design_scores_gemma":[0.00001371042,0.00007310834,0.006050647,0.0005893108,0.00001356056,0.001481503,0.05197014,0.000101804,0.0007241745,0.01319397,0.925757,0.00003105875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07782513,0.004927672,0.007877229,0.01539704,0.003324311,0.0001224641,0.0005229109,0.0002017842,0.8898015],"genre_scores_gemma":[0.6348718,0.007648771,0.006035023,0.00261204,0.002618197,0.0001896478,0.0007331644,0.0006623784,0.344629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0424257,"threshold_uncertainty_score":0.1419281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508283604","doi":"10.4000/communication.6852","title":"Larbi CHOUIKHA et Éric GOBÉ (2015), Histoire de la Tunisie depuis l’indépendance","year":2016,"lang":"fr","type":"article","venue":"Communication","topic":"Political and Social Issues","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Marta Luceño Moreno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02957350174286563,"gpt":0.362860527776006,"spread":0.3332870260331404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203378,0.0006539514,0.0002741861,0.001355499,0.006114349,0.004585525,0.0009294567,0.002597456,0.008530628],"category_scores_gemma":[0.00373097,0.0001936573,0.0002870357,0.001655772,0.00226787,0.003040235,0.001464597,0.00271185,0.001655812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006802956,"about_ca_system_score_gemma":0.004139364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09667052,"about_ca_topic_score_gemma":0.1680826,"domain_scores_codex":[0.9993512,0.0002969695,0.00002436723,0.00006646823,0.0001064948,0.0001544316],"domain_scores_gemma":[0.9990873,0.0004086473,0.0001356292,0.00003787983,0.0002506531,0.00007973929],"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":[0.0003734872,0.00009284117,0.02199477,0.001026674,0.00009141278,0.001599888,0.1589504,0.000365102,0.003066904,0.2965307,0.3751746,0.1407333],"study_design_scores_gemma":[0.00001862351,0.00002838535,0.01580215,0.0003939437,0.00002488847,0.0004108767,0.04315802,0.0001630767,0.001271862,0.009401103,0.9292877,0.00003932232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1638487,0.1935959,0.008083037,0.4411013,0.01179617,0.0001514334,0.001693247,0.000187947,0.1795421],"genre_scores_gemma":[0.712495,0.04253439,0.00444443,0.04982363,0.001980499,0.0001537988,0.000475816,0.0001341116,0.1879583],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09667052,"threshold_uncertainty_score":0.1922156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022580366","doi":"10.4000/communication.1845","title":"Comprendre les fonctions ludiques du son dans les jeux vidéo","year":2011,"lang":"fr","type":"article","venue":"Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Sébastien Genvo","is_ca":false},{"name":"Nicole Pignier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1116537117775198,"gpt":0.3137579072920502,"spread":0.2021041955145304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008704798,0.000387206,0.000169102,0.0008115937,0.001205239,0.002596805,0.0003491883,0.0006653849,0.008205032],"category_scores_gemma":[0.004863079,0.0001712574,0.0002394929,0.0005120097,0.001696171,0.001998126,0.0007822143,0.0008361645,0.0003549373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239768,"about_ca_system_score_gemma":0.0005367374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641226,"about_ca_topic_score_gemma":0.01415743,"domain_scores_codex":[0.9995221,0.0002442915,0.00001164574,0.0000613567,0.00009938369,0.00006118158],"domain_scores_gemma":[0.9979023,0.001456673,0.0001365332,0.00008174786,0.0003105385,0.0001122031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009177539,0.0003150214,0.08127926,0.001413161,0.0001860991,0.002211463,0.6063627,0.001496788,0.05175459,0.07268161,0.005028332,0.1763533],"study_design_scores_gemma":[0.00005309401,0.0007130684,0.3597606,0.0007827287,0.0002654354,0.001777494,0.532136,0.003299469,0.0127117,0.0174975,0.07083272,0.0001703377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250137,0.0011627,0.004136753,0.0008844873,0.00009929096,0.00003038748,0.00009520113,0.00003301784,0.06854449],"genre_scores_gemma":[0.9877205,0.0005749222,0.001812322,0.00008672804,0.00002031728,0.00002738394,0.0000487601,0.00002951927,0.009679402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008205032,"threshold_uncertainty_score":0.02744853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976566522","doi":"10.4000/communication.5030","title":"L’écosystème des médias","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","authors":[{"name":"Nathalie Sonnac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04565684386926293,"gpt":0.2238778306431493,"spread":0.1782209867738863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433669,0.0004314836,0.000421374,0.004446226,0.002364175,0.01294782,0.0006838497,0.001271448,0.0147608],"category_scores_gemma":[0.003208939,0.0003368004,0.0005873636,0.004687508,0.003766092,0.01062885,0.003852888,0.001149435,0.001972877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919248,"about_ca_system_score_gemma":0.001344001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948134,"about_ca_topic_score_gemma":0.003961655,"domain_scores_codex":[0.9987332,0.0003566539,0.00005639899,0.0002357271,0.0004081514,0.0002098729],"domain_scores_gemma":[0.9974636,0.001087684,0.0004035094,0.000360044,0.0004555135,0.0002297072],"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":[0.00008956613,0.00004068799,0.009533479,0.0004113858,0.00008319868,0.000657875,0.004992436,0.002218976,0.004470858,0.855292,0.004685209,0.1175244],"study_design_scores_gemma":[0.00002149294,0.00008794709,0.01835283,0.0005794751,0.00005514032,0.001678177,0.007001707,0.003305213,0.003195386,0.2402167,0.7254201,0.00008582471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1900449,0.02632125,0.0666455,0.01118792,0.0007282927,0.0001255857,0.001822672,0.0004344026,0.7026895],"genre_scores_gemma":[0.8805605,0.01487647,0.02265335,0.0009161938,0.0007830705,0.0001502235,0.0005584926,0.0001789142,0.0793228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0147608,"threshold_uncertainty_score":0.04937977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059714560","doi":"10.4000/communication.4744","title":"Les militants-internautes","year":2003,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","authors":[{"name":"Fabien Granjon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4035895139977053,"gpt":0.5075570638208133,"spread":0.103967549823108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461989,0.0006236961,0.000262502,0.001242249,0.00633899,0.006042262,0.000587602,0.001684941,0.02280273],"category_scores_gemma":[0.007742822,0.0002464372,0.0002779517,0.0009357214,0.005141228,0.002759759,0.00368277,0.003164712,0.003748514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004638448,"about_ca_system_score_gemma":0.003428931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008869763,"about_ca_topic_score_gemma":0.01303183,"domain_scores_codex":[0.9973378,0.001020139,0.00006821453,0.0002980472,0.0005837606,0.0006920225],"domain_scores_gemma":[0.9959992,0.001342832,0.0005319774,0.0003145292,0.0008051647,0.001006445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009633355,0.0001664585,0.02015342,0.0001941496,0.00002111398,0.001881968,0.2154469,0.0003240819,0.001660183,0.6573578,0.03115559,0.07154205],"study_design_scores_gemma":[0.00001381257,0.00006455863,0.008239265,0.0002245042,0.00001795153,0.001137875,0.08339185,0.0004513059,0.001035451,0.03044049,0.8749516,0.00003133081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3170104,0.002848838,0.007699413,0.03204412,0.000978515,0.0001258054,0.0001789484,0.0002523389,0.6388617],"genre_scores_gemma":[0.7377728,0.001606161,0.001522891,0.002045334,0.0002120062,0.0001464395,0.00009070225,0.00009073045,0.2565129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02280273,"threshold_uncertainty_score":0.07628274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063980081","doi":"10.4000/communication.5058","title":"Énonciation journalistique et espace public","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Philosophy","authors":[{"name":"Christine Servais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06232770023500923,"gpt":0.3130681623159385,"spread":0.2507404620809293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005291015,0.0004742981,0.000422845,0.00470585,0.007978433,0.02213329,0.001011239,0.002704505,0.02780985],"category_scores_gemma":[0.02303332,0.0002999562,0.0003092024,0.006822976,0.01239274,0.01372979,0.005791783,0.003350044,0.002714443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007656862,"about_ca_system_score_gemma":0.00558353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060606,"about_ca_topic_score_gemma":0.00928485,"domain_scores_codex":[0.9931841,0.002809996,0.0003106616,0.0007451768,0.0020506,0.0008993757],"domain_scores_gemma":[0.9704009,0.01967016,0.003033048,0.00210576,0.0031969,0.001593195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002017645,0.000104289,0.005272781,0.0004827318,0.00002200266,0.00105728,0.2597249,0.0001749415,0.002084806,0.6489642,0.01556175,0.06634846],"study_design_scores_gemma":[0.00003357686,0.00006121034,0.01493419,0.0006526855,0.00002811858,0.001082182,0.1698596,0.0003502725,0.002881316,0.03919441,0.7708517,0.00007069294],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1557181,0.008523108,0.006998834,0.02550366,0.001474366,0.00006264853,0.0002959788,0.0002157417,0.8012075],"genre_scores_gemma":[0.9208841,0.003338053,0.00152986,0.0009627722,0.001003475,0.00004976085,0.0001352119,0.0002349824,0.07186171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02780985,"threshold_uncertainty_score":0.09303325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974632790","doi":"10.4000/communication.3515","title":"Pourquoi faut-il sortir de la parole instrumentalisée en milieu de travail ?","year":2012,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Argumentation theory; Philosophy","authors":[{"name":"Luc Bonneville","is_ca":false},{"name":"Sylvie Grosjean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02431000392850785,"gpt":0.2897919188919483,"spread":0.2654819149634405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0130756,0.0006207861,0.0006429961,0.00134425,0.007774005,0.01948021,0.001715064,0.005920769,0.01526215],"category_scores_gemma":[0.01879373,0.0004337946,0.000671203,0.001884801,0.02637374,0.02490408,0.006091955,0.005932453,0.004388053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006265501,"about_ca_system_score_gemma":0.006355134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077063,"about_ca_topic_score_gemma":0.01063895,"domain_scores_codex":[0.9888437,0.007174487,0.0002624362,0.001141879,0.001546379,0.001031189],"domain_scores_gemma":[0.9918708,0.003707527,0.0007853023,0.001148818,0.001741422,0.0007461225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000637928,0.00002787651,0.002304459,0.0002100974,0.000021184,0.0002801223,0.09420449,0.0001075306,0.0007361431,0.8717017,0.006813414,0.0235292],"study_design_scores_gemma":[0.00002311359,0.00005433739,0.00363701,0.0008882051,0.00003053695,0.0006519712,0.197843,0.0007507436,0.001316551,0.3937615,0.4009723,0.00007065431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08439068,0.01464465,0.07155266,0.2284452,0.001767311,0.0001294839,0.0001656702,0.0003387326,0.5985656],"genre_scores_gemma":[0.9283641,0.003789242,0.0100603,0.004996436,0.0004728131,0.0001137538,0.00007386669,0.0002442808,0.05188518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01948021,"threshold_uncertainty_score":0.06915122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986553151","doi":"10.4000/communication.1351","title":"L’information-people","year":2009,"lang":"en","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Annik Dubied","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02626766090531429,"gpt":0.2647266797019867,"spread":0.2384590187966724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003750424,0.0006793044,0.0005445721,0.00198806,0.003803085,0.01728005,0.0009792023,0.004154772,0.08433791],"category_scores_gemma":[0.009800363,0.0004298476,0.0004444745,0.002902655,0.006679455,0.02578741,0.006738594,0.004159363,0.02662846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004704948,"about_ca_system_score_gemma":0.004385332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006676551,"about_ca_topic_score_gemma":0.005175402,"domain_scores_codex":[0.9943115,0.002488003,0.0002729769,0.0008898149,0.001606385,0.0004314007],"domain_scores_gemma":[0.9948866,0.002092701,0.000254249,0.001315841,0.0009584912,0.0004921432],"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":[0.0000321914,0.00001676678,0.0003979046,0.0001347493,0.000008989471,0.0001492162,0.0053172,0.00004423199,0.0003439914,0.831122,0.1143566,0.04807607],"study_design_scores_gemma":[0.000004540022,0.000005065514,0.0001617614,0.00007963296,0.000002475997,0.000156607,0.001191926,0.00006998231,0.0001746165,0.03031122,0.9678361,0.000006057622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003687595,0.005988178,0.0158856,0.06376871,0.002580909,0.00007818701,0.0008953173,0.0005433987,0.906572],"genre_scores_gemma":[0.2553198,0.009076633,0.01547526,0.02079825,0.00273243,0.0002789509,0.001989602,0.001196515,0.6931326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08433791,"threshold_uncertainty_score":0.2821385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980358031","doi":"10.4000/communication.858","title":"Pour en finir avec la « synergologie »","year":2008,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Pseudoscience; Medicine","authors":[{"name":"Pascal Lardellier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07228007196966826,"gpt":0.3002063426388841,"spread":0.2279262706692159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006039883,0.0009424377,0.0005774994,0.002896406,0.004111751,0.009412038,0.001657209,0.004631316,0.01151828],"category_scores_gemma":[0.01521398,0.0004233249,0.001004888,0.001333658,0.02089389,0.01234312,0.004319072,0.007539513,0.003445881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665373,"about_ca_system_score_gemma":0.003864116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716163,"about_ca_topic_score_gemma":0.0049986,"domain_scores_codex":[0.9925997,0.004347854,0.0002794283,0.0007852053,0.001669543,0.000318258],"domain_scores_gemma":[0.9870322,0.007928438,0.0007614644,0.002280153,0.00174842,0.0002492736],"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":[0.00002958976,0.00001685547,0.0004764785,0.0001554822,0.00001482982,0.0001010725,0.007632088,0.000190579,0.001197786,0.9671144,0.003501121,0.01956979],"study_design_scores_gemma":[0.00002834659,0.0000944409,0.001355562,0.0004884472,0.00006021847,0.001016021,0.01096882,0.004110476,0.01002796,0.5679713,0.4037876,0.00009077677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03223966,0.008392819,0.5292932,0.08329875,0.005435135,0.0002158671,0.0002719416,0.0006837974,0.3401689],"genre_scores_gemma":[0.7025869,0.007727644,0.1634306,0.009480401,0.003228842,0.0004789122,0.0002673213,0.000602361,0.1121969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01151828,"threshold_uncertainty_score":0.03853244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042825394","doi":"10.4000/communication.11021","title":"Croire en la technologie","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Mediation; Sociology; Philosophy; Social science","authors":[{"name":"Mihaela‐Alexandra Tudor","is_ca":false},{"name":"Ştefan Bratosin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06266959349801503,"gpt":0.270207529284369,"spread":0.207537935786354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004832207,0.0007890982,0.0006093163,0.003289902,0.003106345,0.01551317,0.001009154,0.005099134,0.03441664],"category_scores_gemma":[0.008637242,0.0004082136,0.0007377322,0.002952123,0.01305991,0.01189103,0.003897897,0.007610495,0.01014562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005891175,"about_ca_system_score_gemma":0.00617024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008576042,"about_ca_topic_score_gemma":0.00567694,"domain_scores_codex":[0.9942226,0.002541262,0.0002511211,0.0009472981,0.001588923,0.0004488311],"domain_scores_gemma":[0.9943894,0.002935836,0.000278076,0.0009743561,0.0011123,0.0003100428],"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":[0.00002842841,0.00003059601,0.0003502967,0.0002081642,0.00001019821,0.0001117473,0.003173607,0.000197206,0.0004152096,0.9183965,0.02112143,0.0559566],"study_design_scores_gemma":[0.000006666708,0.00002751752,0.0004792137,0.0004465124,0.00000508195,0.000188292,0.001930812,0.0001198089,0.0003312696,0.05997104,0.9364793,0.00001443302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007979801,0.100546,0.02956636,0.09411644,0.01127708,0.0001092202,0.0002497897,0.0003234591,0.7558318],"genre_scores_gemma":[0.2548599,0.1209731,0.02406193,0.03128323,0.01092493,0.0004305833,0.0003780833,0.0006540498,0.5564341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03441664,"threshold_uncertainty_score":0.1151351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053574591","doi":"10.4000/communication.4642","title":"Les interactions dans Internet","year":2003,"lang":"fr","type":"article","venue":"Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Bernard Convert","is_ca":false},{"name":"Lise Demailly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1149292874224749,"gpt":0.4051677287053524,"spread":0.2902384412828775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261732,0.0003947332,0.0002751272,0.002318183,0.003699427,0.01001175,0.0004763246,0.001638955,0.01538699],"category_scores_gemma":[0.005783001,0.0003395362,0.0003266123,0.003068543,0.003020096,0.009890683,0.002662567,0.001359568,0.002630693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500581,"about_ca_system_score_gemma":0.0007748584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364468,"about_ca_topic_score_gemma":0.002442098,"domain_scores_codex":[0.9961164,0.002043163,0.0001595384,0.0003703895,0.001052733,0.0002578105],"domain_scores_gemma":[0.9960712,0.002510708,0.0004919357,0.0003518332,0.000394339,0.0001799406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001615577,0.0000934815,0.008343457,0.0006902991,0.00007392344,0.002826778,0.07466755,0.001441999,0.008508727,0.6869788,0.03008565,0.1861279],"study_design_scores_gemma":[0.00002248844,0.00006767935,0.01338187,0.000379713,0.00004481911,0.001983001,0.02681029,0.002496427,0.003402958,0.09208378,0.8592547,0.00007216071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1678476,0.01178258,0.02895553,0.0153817,0.0009479877,0.0001184498,0.001115459,0.0004491423,0.7734016],"genre_scores_gemma":[0.8820682,0.008217092,0.008385167,0.001244156,0.001034147,0.0001755109,0.0005788968,0.0001977308,0.09809898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01538699,"threshold_uncertainty_score":0.05147463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256220104","doi":"10.4000/communication.5727","title":"Foucault, la communication et les dispositifs","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Foucault, Power, and Ethics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Sociology; Humanities; Art","authors":[{"name":"Sylvain Lafleur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1134111077632951,"gpt":0.3965386051654588,"spread":0.2831274974021636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009427588,0.0009266515,0.000632317,0.002425744,0.007184184,0.00926077,0.001489667,0.007074797,0.004874807],"category_scores_gemma":[0.01280493,0.0003863944,0.0006864321,0.00168801,0.0585983,0.01124734,0.004109559,0.006846951,0.001026427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008111167,"about_ca_system_score_gemma":0.007341423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006840579,"about_ca_topic_score_gemma":0.004960435,"domain_scores_codex":[0.9883174,0.008556465,0.0002238805,0.000931088,0.001403367,0.0005678284],"domain_scores_gemma":[0.9887884,0.008511566,0.0006861149,0.0008588828,0.000777944,0.0003769858],"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":[0.000007591698,0.000007836337,0.0001130537,0.0000419642,0.000003306448,0.00004097885,0.007859153,0.00007491386,0.00005620938,0.9842587,0.001751681,0.005784744],"study_design_scores_gemma":[0.00001258746,0.00003097291,0.0003461377,0.0003080845,0.000009436353,0.0001877815,0.004232598,0.0002654165,0.0003854404,0.8516281,0.1425686,0.00002487504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03106673,0.04621233,0.09293171,0.1954428,0.001894938,0.0001530576,0.0001247032,0.0001541654,0.6320195],"genre_scores_gemma":[0.8828408,0.01526326,0.0275947,0.01166288,0.00101575,0.0005265609,0.00004683556,0.0001500315,0.06089924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009427588,"threshold_uncertainty_score":0.05885088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085471354","doi":"10.4000/communication.878","title":"Patrice DE LA BROISE et Thomas LAMARCHE, Responsabilité sociale : vers une nouvelle communication des entreprises ?","year":2007,"lang":"fr","type":"article","venue":"Communication","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Humanities; Philosophy","authors":[{"name":"Franck Debos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03817494549879746,"gpt":0.3605543697060864,"spread":0.3223794242072889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006176035,0.0004743173,0.0005630004,0.001601292,0.004129612,0.007088934,0.001301637,0.005077117,0.01079845],"category_scores_gemma":[0.02162518,0.000393539,0.0004029745,0.001871567,0.005971258,0.01011175,0.00225244,0.00572516,0.002983853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336292,"about_ca_system_score_gemma":0.005875284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02681269,"about_ca_topic_score_gemma":0.04160631,"domain_scores_codex":[0.9967616,0.001571387,0.0001129549,0.0004191914,0.0008799086,0.0002549248],"domain_scores_gemma":[0.9880397,0.007844005,0.0008433601,0.0003562732,0.002275245,0.0006415164],"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":[0.00009473932,0.00006299178,0.002128729,0.0005851978,0.00003887857,0.0002130526,0.01718784,0.0002044088,0.0003755692,0.4787531,0.435459,0.06489643],"study_design_scores_gemma":[0.00003771563,0.00004022906,0.005602361,0.001068929,0.00002938333,0.0004610691,0.01186951,0.0003047536,0.0007030407,0.1654828,0.8143044,0.00009576547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007153139,0.08659299,0.006277862,0.8561171,0.005305045,0.00004825183,0.0003051272,0.00004927212,0.03815112],"genre_scores_gemma":[0.3016748,0.2049953,0.02042215,0.280481,0.008536589,0.0004419231,0.0003954579,0.0002370457,0.1828156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02681269,"threshold_uncertainty_score":0.05331326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2194568982","doi":"10.4000/communication.5503","title":"Les relations de plaisanteries au Burkina Faso","year":2001,"lang":"fr","type":"article","venue":"Communication","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography; Political science","authors":[{"name":"André Nyamba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07218310910803524,"gpt":0.347501925642748,"spread":0.2753188165347128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355615,0.0002426582,0.0001831459,0.001593179,0.01114222,0.00263296,0.0002405495,0.0007984468,0.004330338],"category_scores_gemma":[0.002760477,0.0002186686,0.00006366294,0.003298788,0.003351789,0.002404322,0.001932464,0.0007667026,0.0002607536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895195,"about_ca_system_score_gemma":0.002494624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1772664,"about_ca_topic_score_gemma":0.2896709,"domain_scores_codex":[0.9989801,0.0006424383,0.0000331198,0.00006228201,0.00004444952,0.0002375936],"domain_scores_gemma":[0.9984097,0.0008068825,0.0004370568,0.00004553457,0.0001054834,0.0001954459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006146246,0.00002555299,0.03762473,0.0001372903,0.000007656902,0.001196403,0.9311683,0.00005553375,0.002200149,0.0101226,0.0008226127,0.0165778],"study_design_scores_gemma":[0.000003946317,0.0000484756,0.08147492,0.0002760404,0.000006930019,0.0006302455,0.8679177,0.0000483753,0.0005366316,0.001138037,0.04789637,0.00002231189],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809625,0.004184038,0.0001640603,0.002399831,0.00001412555,0.00001415209,0.00005159084,0.000002215273,0.01220752],"genre_scores_gemma":[0.9923428,0.003116388,0.0001120559,0.0001810146,0.000009247369,0.00001706766,0.00001639041,0.000001742242,0.004203252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772664,"threshold_uncertainty_score":0.3524693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390641910","doi":"10.4000/communication.18019","title":"Négocier sa position en et hors ligne en terrain féministe","year":2023,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"I. Lefèvre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1715029131830981,"gpt":0.4790714085700599,"spread":0.3075684953869617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02709622,0.0005342509,0.00068487,0.003104565,0.02337695,0.02142539,0.001666255,0.00438887,0.01010665],"category_scores_gemma":[0.030402,0.0004259587,0.0005763571,0.003198029,0.03864911,0.0125758,0.01107517,0.006776991,0.001366112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01484799,"about_ca_system_score_gemma":0.01662005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03501311,"about_ca_topic_score_gemma":0.04438672,"domain_scores_codex":[0.954416,0.0346718,0.0007093631,0.002197725,0.004891691,0.003113499],"domain_scores_gemma":[0.9630178,0.02558493,0.003355101,0.001693374,0.004302991,0.002045898],"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":[0.00002460874,0.0000158918,0.001498213,0.0001035993,0.000008582257,0.0003002896,0.8445389,0.00006691525,0.000724481,0.1375084,0.003115863,0.01209425],"study_design_scores_gemma":[0.000006842646,0.00004701777,0.002600663,0.0003591601,0.00001014901,0.0002899601,0.7505685,0.0001022786,0.0006211708,0.01347347,0.2318834,0.00003739628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4508335,0.01869105,0.02470125,0.1831955,0.002131885,0.0001409699,0.0001578766,0.0002133105,0.3199346],"genre_scores_gemma":[0.9622987,0.002615979,0.001646365,0.003849367,0.0003882245,0.00007848032,0.00003134763,0.0001095542,0.02898205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03501311,"threshold_uncertainty_score":0.1433002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082688726","doi":"10.4000/communication.774","title":"André H. CARON et Letizia CARONIA, Culture mobile : les nouvelles pratiques de communication","year":2007,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Julie Denouël","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1313914319153861,"gpt":0.3516717590958152,"spread":0.2202803271804291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001809294,0.0006617873,0.0003274463,0.001395217,0.00588497,0.006819074,0.0008995119,0.004063152,0.008642976],"category_scores_gemma":[0.003612799,0.000271249,0.0002000289,0.001914509,0.003906935,0.00768235,0.001309811,0.004982823,0.002450523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004404435,"about_ca_system_score_gemma":0.003508063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04841737,"about_ca_topic_score_gemma":0.07169429,"domain_scores_codex":[0.9989406,0.0004759796,0.00002815734,0.0001240525,0.0003136734,0.0001176033],"domain_scores_gemma":[0.9979603,0.001209451,0.0001666713,0.00004672833,0.0004451343,0.000171598],"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":[0.0001121022,0.00005989879,0.002470451,0.0005339307,0.00002247829,0.0003604403,0.04527195,0.0001566281,0.0005265012,0.4445574,0.4176112,0.08831701],"study_design_scores_gemma":[0.00001894997,0.00002188582,0.004648229,0.0005152049,0.00001448788,0.0003214267,0.02326888,0.0001844371,0.0005091083,0.05222968,0.9182231,0.00004460974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01106328,0.2558285,0.003865321,0.5860473,0.007569552,0.00004003158,0.0002632744,0.00006627094,0.1352564],"genre_scores_gemma":[0.3126377,0.3453456,0.006540755,0.1034294,0.006291847,0.0001849884,0.0002249669,0.000210386,0.2251344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04841737,"threshold_uncertainty_score":0.0962711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074335781","doi":"10.4000/communication.5014","title":"Les marques territoriales","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Humanities; Philosophy","authors":[{"name":"Sophie Corbillé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03851244601107688,"gpt":0.257842072955916,"spread":0.2193296269448392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532143,0.000591963,0.0004772758,0.0009946432,0.004168896,0.008385745,0.0006949906,0.001390311,0.0519972],"category_scores_gemma":[0.001849887,0.0002917203,0.0004909399,0.002437018,0.004907261,0.003398813,0.00314791,0.002057944,0.01000976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840356,"about_ca_system_score_gemma":0.001866887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950316,"about_ca_topic_score_gemma":0.02189762,"domain_scores_codex":[0.998163,0.0007110879,0.00005795558,0.0004544481,0.0003490601,0.0002643286],"domain_scores_gemma":[0.9993033,0.0001869987,0.00008528146,0.0001669241,0.000169682,0.00008777102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000319678,0.000009072922,0.001009899,0.00009562717,0.0000154885,0.000212232,0.009125506,0.0002612561,0.0008244934,0.9347606,0.01263604,0.04101791],"study_design_scores_gemma":[0.000003565763,0.00001275713,0.001547004,0.00005134207,0.000004868032,0.0002250207,0.003994351,0.00008027395,0.0001948548,0.01964715,0.9742299,0.000009039049],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02779533,0.005137066,0.00907684,0.003905294,0.0005696141,0.00004983063,0.0008454818,0.0002034219,0.9524171],"genre_scores_gemma":[0.4590617,0.007752898,0.01101648,0.001159099,0.0006637431,0.0002121896,0.00101647,0.0003177475,0.5187997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0519972,"threshold_uncertainty_score":0.173948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067589262","doi":"10.4000/communication.5157","title":"La construction des risques liés aux pratiques sportives de montagne","year":2015,"lang":"fr","type":"article","venue":"Communication","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Bastien Soulé","is_ca":false},{"name":"Brice Lefèvre","is_ca":false},{"name":"Véronique Reynier","is_ca":false},{"name":"Éric Boutroy","is_ca":false},{"name":"Frédérique Le Roux","is_ca":false},{"name":"Vincent Boudières","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04191770141298085,"gpt":0.3693703419920669,"spread":0.3274526405790861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005613456,0.0005043261,0.0004549029,0.005364881,0.002731338,0.004350277,0.0009282004,0.001711884,0.009783386],"category_scores_gemma":[0.02419929,0.0003685886,0.0006105208,0.003106742,0.00427604,0.002551929,0.002936882,0.001791317,0.0005428215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004934549,"about_ca_system_score_gemma":0.004764549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07571707,"about_ca_topic_score_gemma":0.0723459,"domain_scores_codex":[0.9922553,0.00410572,0.0002883537,0.000764264,0.001845462,0.0007407593],"domain_scores_gemma":[0.9745082,0.01514186,0.006103418,0.0004734605,0.002901946,0.0008712491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000244167,0.0001407229,0.6448604,0.0009139756,0.0003771137,0.001677588,0.2041126,0.0006071532,0.001299832,0.02771504,0.003268833,0.1147825],"study_design_scores_gemma":[0.000007919823,0.0002090787,0.7907459,0.001179895,0.0001316124,0.001181335,0.1770179,0.0004334659,0.0005011209,0.007635602,0.02086226,0.00009401915],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146975,0.01339141,0.004368374,0.02406623,0.0001548322,0.00006290522,0.0005237596,0.00006005881,0.04267499],"genre_scores_gemma":[0.9925898,0.003600926,0.0007316685,0.0003269942,0.0001116696,0.00003425434,0.0001172464,0.00001167597,0.002475678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07571707,"threshold_uncertainty_score":0.1505527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W173781795","doi":"10.4000/communication.2169","title":"Lise DEMAILLY (2008), Politiques de la relation. Approche sociologique des métiers et activités professionnelles relationnelles","year":2010,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Danilo Martuccelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2090774783323219,"gpt":0.4928122226031212,"spread":0.2837347442707993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002897069,0.0006266718,0.0002832623,0.00308304,0.006191153,0.00504183,0.0009679331,0.003410213,0.01180708],"category_scores_gemma":[0.004286207,0.0003166738,0.0003457784,0.002566671,0.007608325,0.008698349,0.002883618,0.003401982,0.002833419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009319011,"about_ca_system_score_gemma":0.006030404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0313227,"about_ca_topic_score_gemma":0.06112183,"domain_scores_codex":[0.9987087,0.0006584342,0.00005498083,0.0001706033,0.000255204,0.0001519719],"domain_scores_gemma":[0.9971334,0.001884896,0.0002557468,0.00009670742,0.0004270082,0.000202204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004907425,0.00002688147,0.002705666,0.0003228332,0.00001307786,0.0001269316,0.04057718,0.0001359354,0.0001822504,0.8427315,0.07228947,0.0408392],"study_design_scores_gemma":[0.00002145775,0.00002732107,0.009410075,0.0007428065,0.0000216794,0.0002787597,0.01820587,0.0002799567,0.0006471907,0.2361605,0.7341684,0.00003602216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02972137,0.1247545,0.0261292,0.4135262,0.001576271,0.00009546966,0.001421015,0.0002334329,0.4025425],"genre_scores_gemma":[0.6832922,0.0711825,0.01531922,0.02961616,0.001181765,0.0003239239,0.0005994851,0.0001507296,0.198334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0313227,"threshold_uncertainty_score":0.06761444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008713288","doi":"10.4000/communication.1360","title":"Dialectique de la parole et du silence","year":2006,"lang":"fr","type":"article","venue":"Communication","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Claire Oger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07980637625755743,"gpt":0.4084316328664636,"spread":0.3286252566089061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417299,0.0001866088,0.0002660811,0.0008972411,0.003742346,0.003050071,0.0003618507,0.0007196272,0.006961471],"category_scores_gemma":[0.003788553,0.0001688035,0.0001621916,0.0008566566,0.009332443,0.002271454,0.002702484,0.001918966,0.0006406454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274036,"about_ca_system_score_gemma":0.001506985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008144776,"about_ca_topic_score_gemma":0.01128923,"domain_scores_codex":[0.9979279,0.001136877,0.00009051968,0.0002498606,0.0003525156,0.0002423726],"domain_scores_gemma":[0.9980338,0.001100315,0.0003136108,0.000165669,0.0002540466,0.0001325172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001075838,0.00001579183,0.006222052,0.0001723055,0.000007452152,0.0004991817,0.7266281,0.00004711712,0.005256865,0.2360579,0.001181632,0.02380408],"study_design_scores_gemma":[0.00002010265,0.0001084631,0.04495478,0.0003830609,0.00002019816,0.001653308,0.5472718,0.0001678305,0.004390653,0.02587988,0.3750932,0.00005669789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6852535,0.003618112,0.008807357,0.005545502,0.0003326432,0.00007847438,0.0003155247,0.00004130138,0.2960075],"genre_scores_gemma":[0.9837604,0.0007267385,0.0006835868,0.0002355607,0.00006332049,0.00004823674,0.00007684142,0.00002925062,0.01437614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008144776,"threshold_uncertainty_score":0.02328843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510048845","doi":"10.4000/communication.6967","title":"Katharina NIEMEYER (dir.) (2014), Media and Nostalgia. Yearning for the Past, Present and Future","year":2016,"lang":"en","type":"article","venue":"Communication","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art; Humanities","authors":[{"name":"Benjamin Lorre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02847190719451257,"gpt":0.3118088972585188,"spread":0.2833369900640063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577902,0.001334624,0.0007922171,0.002065671,0.002358543,0.003921577,0.0008269173,0.003663877,0.03235817],"category_scores_gemma":[0.005292034,0.0006275232,0.0003694234,0.00212349,0.001711518,0.006709057,0.001907833,0.005343,0.02232161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956815,"about_ca_system_score_gemma":0.002207726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262511,"about_ca_topic_score_gemma":0.02195086,"domain_scores_codex":[0.9985273,0.0005420385,0.0001209778,0.0002937253,0.0003990362,0.0001170001],"domain_scores_gemma":[0.9975183,0.001207078,0.000320084,0.00007120943,0.0005109487,0.0003722996],"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":[0.00006688228,0.00002019426,0.0005569716,0.000625248,0.00001794738,0.00009289671,0.001077279,0.00003203766,0.0001507941,0.007639625,0.8571934,0.1325268],"study_design_scores_gemma":[0.00001111627,0.00001555128,0.00261779,0.0008498669,0.00001404228,0.0002932892,0.001275448,0.00004451373,0.0001824713,0.004594677,0.9900738,0.00002734592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003952751,0.8216958,0.0008491154,0.1326257,0.0313822,0.00001551208,0.0002789448,0.00006597702,0.01269143],"genre_scores_gemma":[0.01481498,0.8224581,0.001277153,0.02192569,0.02122574,0.00008153744,0.0003919925,0.0001945916,0.1176302],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03235817,"threshold_uncertainty_score":0.1082489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080746555","doi":"10.4000/communication.5001","title":"Une communication politique 2.0","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Alexandre Eyriès","is_ca":false},{"name":"Cassandra Poirier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04417857278042759,"gpt":0.2969082628877872,"spread":0.2527296901073596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01189288,0.001672044,0.001232625,0.004710444,0.003411694,0.02057043,0.001850754,0.005089534,0.0878516],"category_scores_gemma":[0.02486655,0.002031657,0.002293565,0.006418367,0.005476399,0.01861912,0.005721318,0.007752771,0.04154065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004263857,"about_ca_system_score_gemma":0.006028697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005405528,"about_ca_topic_score_gemma":0.002663523,"domain_scores_codex":[0.9809458,0.008018138,0.001710211,0.002744962,0.005791173,0.0007896291],"domain_scores_gemma":[0.9795063,0.01214273,0.001003785,0.003624978,0.003199212,0.0005230291],"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":[0.00004995165,0.00003287894,0.0003216145,0.0006136661,0.00003401735,0.0001298639,0.002035473,0.0006524891,0.001035941,0.8640551,0.06445555,0.06658354],"study_design_scores_gemma":[0.00001472457,0.00000921692,0.0002102711,0.0003061956,0.00001314485,0.0001792896,0.000224765,0.001181506,0.0008304265,0.115101,0.8819017,0.00002766882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002192706,0.004072585,0.548937,0.01937399,0.002319004,0.0005073092,0.01167616,0.0165083,0.394413],"genre_scores_gemma":[0.1163431,0.01001647,0.574829,0.006745631,0.004434783,0.003796709,0.02321059,0.022284,0.2383397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0878516,"threshold_uncertainty_score":0.2938929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043721545","doi":"10.4000/communication.11293","title":"L’homme « au cœur »","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Philosophy","authors":[{"name":"Marco Saraceno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5221706805056173,"gpt":0.5019004109703215,"spread":0.02027026953529587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003151624,0.000541814,0.0003482178,0.00125713,0.01056642,0.007801104,0.0008558754,0.004306904,0.01318907],"category_scores_gemma":[0.006362602,0.0002374532,0.0004713183,0.0008592575,0.01734638,0.00636402,0.003563648,0.005355142,0.00266532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005140767,"about_ca_system_score_gemma":0.00329756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468864,"about_ca_topic_score_gemma":0.01899141,"domain_scores_codex":[0.9952663,0.002573293,0.00006318729,0.0006162883,0.0009307682,0.0005501177],"domain_scores_gemma":[0.9964482,0.002191295,0.0003220091,0.0002703599,0.0004946118,0.0002734641],"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":[0.0000234898,0.000008359866,0.0003766688,0.00005834216,0.000003836946,0.0001211668,0.03960268,0.0000604589,0.0002187575,0.9321488,0.01709965,0.0102779],"study_design_scores_gemma":[0.000006045521,0.0000305764,0.0006091816,0.0001892208,0.000004826487,0.0001665207,0.01342768,0.0001498778,0.0003212211,0.04378774,0.9412933,0.00001373996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03765389,0.006943795,0.01574741,0.1129892,0.003242743,0.00003663386,0.00005350322,0.0001612802,0.8231716],"genre_scores_gemma":[0.7895046,0.002916879,0.002970773,0.01646741,0.001402245,0.00007031319,0.00003062711,0.0002188448,0.1864184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01468864,"threshold_uncertainty_score":0.04412186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2514595066","doi":"10.4000/communication.6650","title":"La construction d’un espace patrimonial partagé dans le Web de données ouvert","year":2016,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Art","authors":[{"name":"Brigitte Juanals","is_ca":false},{"name":"Jean-Luc Minel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1147719550989896,"gpt":0.2789671460745993,"spread":0.1641951909756096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01686957,0.0006996832,0.0005881484,0.005029733,0.004920082,0.0160064,0.001812341,0.002149167,0.01606251],"category_scores_gemma":[0.02678004,0.001078916,0.001130201,0.006041992,0.008421176,0.0249517,0.01169897,0.002807749,0.004165643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004503529,"about_ca_system_score_gemma":0.005236675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125917,"about_ca_topic_score_gemma":0.007712339,"domain_scores_codex":[0.9896023,0.004508381,0.0008513352,0.00166878,0.002890963,0.0004782627],"domain_scores_gemma":[0.9747444,0.01222088,0.001157705,0.007515486,0.003354193,0.001007276],"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":[0.0001486822,0.0001290453,0.008412257,0.0004835482,0.00009701933,0.002315706,0.1927447,0.00225124,0.01385228,0.5192289,0.006670638,0.253666],"study_design_scores_gemma":[0.00003071294,0.0001349457,0.009515167,0.0008926146,0.00008341466,0.002063327,0.06030363,0.01278357,0.01188563,0.1022113,0.7999619,0.0001338112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1599721,0.001325066,0.6610073,0.008685482,0.000335035,0.0004440516,0.0006196783,0.002343805,0.1652675],"genre_scores_gemma":[0.5786648,0.001211245,0.3109713,0.0006738242,0.0001156609,0.0004668187,0.001254747,0.001387662,0.1052539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9981877,"threshold_uncertainty_score":0.08921593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064075890","doi":"10.4000/communication.1257","title":"L’information-people, entre rhétorique du cas particulier et récits de l’intimité","year":2009,"lang":"fr","type":"article","venue":"Communication","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Soul; Public space; Art; Theology","authors":[{"name":"Annik Dubied","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02091302428889935,"gpt":0.3482836197615499,"spread":0.3273705954726505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006210614,0.0007185295,0.0005565751,0.004170595,0.007976562,0.01083813,0.001134615,0.006550771,0.008966842],"category_scores_gemma":[0.01441129,0.0003795651,0.0004582094,0.00332447,0.02822018,0.01929562,0.005873302,0.00610027,0.001603029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006013515,"about_ca_system_score_gemma":0.004271596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006732006,"about_ca_topic_score_gemma":0.007780072,"domain_scores_codex":[0.9912273,0.005137499,0.0004301522,0.0006779392,0.001935869,0.0005912735],"domain_scores_gemma":[0.9815075,0.01498356,0.001084572,0.0006935662,0.001164755,0.000566114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000403612,0.00002454771,0.0008445742,0.0003368942,0.000008045035,0.000296613,0.1173188,0.00006191654,0.0004179903,0.837743,0.01964207,0.02326512],"study_design_scores_gemma":[0.00001308766,0.00004986909,0.002035334,0.0009686142,0.0000170969,0.0007979695,0.05288846,0.000194357,0.0008582789,0.08931933,0.8528121,0.00004567098],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04607042,0.02994912,0.03520137,0.2338212,0.00580901,0.0001708806,0.0003271064,0.0001836359,0.6484673],"genre_scores_gemma":[0.8591238,0.01426946,0.00893268,0.02339144,0.0053387,0.0002252494,0.0001854179,0.000302477,0.0882308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01083813,"threshold_uncertainty_score":0.04363132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212038889","doi":"10.4000/communication.14808","title":"Pratiques informationnelles des youtubeurs scientifiques au service de la médiation du savoir","year":2021,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","authors":[{"name":"Emmanuelle Chevry Pébayle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07741165760483615,"gpt":0.3143555194099332,"spread":0.2369438618050971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007212703,0.000472806,0.000526376,0.002381713,0.008127445,0.007500827,0.0007066625,0.002187605,0.01492353],"category_scores_gemma":[0.02472042,0.0003766959,0.0003395909,0.003002735,0.003114819,0.006064953,0.002983773,0.00308766,0.004950912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005353435,"about_ca_system_score_gemma":0.005512455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1001702,"about_ca_topic_score_gemma":0.1165768,"domain_scores_codex":[0.9929548,0.004337027,0.0002570669,0.0004976403,0.00141195,0.0005415646],"domain_scores_gemma":[0.9827771,0.009907844,0.0009508791,0.0005609813,0.004626123,0.001177111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003018362,0.0001088198,0.01061822,0.0006531747,0.00003620761,0.001635737,0.7746608,0.0002254061,0.006149875,0.04050336,0.07373748,0.09136912],"study_design_scores_gemma":[0.00003110737,0.0001301318,0.01986086,0.0006205794,0.00002013632,0.000421968,0.2912795,0.0007545852,0.00253738,0.002957667,0.6812708,0.0001152971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4810996,0.005760026,0.01589885,0.04694763,0.002483348,0.0009753877,0.003622334,0.0006050341,0.4426079],"genre_scores_gemma":[0.7517374,0.004179119,0.009031224,0.005329222,0.0008398211,0.001710506,0.001806423,0.000531191,0.2248351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9924992,"threshold_uncertainty_score":0.1991743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058970388","doi":"10.4000/communication.2042","title":"Le problème du repérage des arguments","year":2010,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Gilles Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03104194978685767,"gpt":0.2701843633913649,"spread":0.2391424136045072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03208893,0.001416978,0.001478631,0.004655687,0.007396899,0.01573817,0.003752618,0.0117742,0.01660956],"category_scores_gemma":[0.1375843,0.001166995,0.001506757,0.002786549,0.0243593,0.03406433,0.008723041,0.0106662,0.003580539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004878264,"about_ca_system_score_gemma":0.004591439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971743,"about_ca_topic_score_gemma":0.001959619,"domain_scores_codex":[0.9372559,0.03907084,0.003589993,0.007152052,0.01152916,0.001402027],"domain_scores_gemma":[0.8853006,0.09238053,0.004847768,0.006452302,0.0100513,0.0009674227],"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":[0.00004002438,0.000006450293,0.000162281,0.0003639664,0.00002133309,0.0002714151,0.009003946,0.0001457842,0.0004770175,0.9690434,0.006743643,0.01372059],"study_design_scores_gemma":[0.00003006408,0.00002199711,0.0003343099,0.0007775547,0.0000343412,0.0005549341,0.009085362,0.0008451134,0.001061272,0.7635514,0.2236688,0.00003476672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03657269,0.02564393,0.2948263,0.2587601,0.01674571,0.0002868762,0.0004484519,0.0005104201,0.3662056],"genre_scores_gemma":[0.82276,0.0111369,0.07759859,0.01283086,0.01298833,0.0007148657,0.0003025596,0.0008760149,0.06079191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03208893,"threshold_uncertainty_score":0.1697046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1587371114","doi":"10.4000/communication.4978","title":"Rachel E. DUBROFSKY (2011), The Surveillance of Women on Reality Television. Watching The Bachelor and The Bachelorette","year":2013,"lang":"en","type":"article","venue":"Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bachelor; Humanities; Sociology; Ethnology; Art; Political science; Law","authors":[{"name":"Laetitia Biscarrat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0334635125662503,"gpt":0.2980744220925711,"spread":0.2646109095263208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001627634,0.0006612309,0.000194396,0.001657215,0.006184455,0.004934627,0.0007166127,0.0027927,0.005558882],"category_scores_gemma":[0.003666268,0.0003326595,0.0002486325,0.001038794,0.004194095,0.005766837,0.001459728,0.003679802,0.001365406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332761,"about_ca_system_score_gemma":0.002227528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02464537,"about_ca_topic_score_gemma":0.06712832,"domain_scores_codex":[0.9989842,0.0005657852,0.00004661031,0.0001463316,0.0001702869,0.0000868951],"domain_scores_gemma":[0.9978356,0.001538396,0.0002000134,0.00004805259,0.0002711012,0.0001069671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001254469,0.00009264331,0.01240286,0.001028198,0.00004428831,0.000701166,0.247087,0.00007956378,0.001329507,0.2706875,0.31859,0.1478318],"study_design_scores_gemma":[0.00001647678,0.00004007491,0.02413004,0.001385958,0.00002980101,0.0007345671,0.1281488,0.00007423702,0.001236713,0.02621144,0.8179331,0.00005875281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04911597,0.3056454,0.003831961,0.4255497,0.00645677,0.0001066086,0.0008643641,0.00006783565,0.2083615],"genre_scores_gemma":[0.5256301,0.2070426,0.003244845,0.06957904,0.003626399,0.0001880138,0.0003412332,0.0001514315,0.1901962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02464537,"threshold_uncertainty_score":0.04900384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}