{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":49,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":49,"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":"b6a25c081cfa","filters":{"venue":"Etudes de communication/Études de communication"}},"results":[{"id":"W1522143265","doi":"10.4000/edc.2306","title":"Sense-making  : un modèle de construction de la réalité et d’appréhension de l’information par les individus et les groupes","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Musée de la Civilisation","funders":"","keywords":"Humanities; Sociology; Meaning (existential); Philosophy; Epistemology","authors":[{"name":"Dominique Maurel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04689190452590485,"gpt":0.3016742398341786,"spread":0.2547823353082737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007825321,0.001116207,0.001023975,0.00419624,0.002920914,0.01247723,0.002079821,0.00272102,0.003306534],"category_scores_gemma":[0.01234528,0.0007218709,0.002020454,0.003454426,0.02464998,0.01804236,0.005817811,0.002833421,0.0006306689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141116,"about_ca_system_score_gemma":0.00510242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00581641,"about_ca_topic_score_gemma":0.003696804,"domain_scores_codex":[0.9917386,0.004707394,0.0004588915,0.001154279,0.001548192,0.0003925949],"domain_scores_gemma":[0.9915727,0.004957695,0.0008916288,0.001199407,0.0008716789,0.0005069108],"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":[0.00003544039,0.00002380635,0.001165139,0.0002247268,0.00005357298,0.0001755884,0.0237946,0.002921089,0.0005971991,0.9544172,0.0008432474,0.01574839],"study_design_scores_gemma":[0.0000213634,0.00004159882,0.0007398022,0.0002782528,0.00004962013,0.000220533,0.01008818,0.005570061,0.0005799265,0.9552891,0.02707119,0.00005033366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08499664,0.005621672,0.7388147,0.02766249,0.0006554576,0.0003230875,0.0003641438,0.0004108716,0.1411508],"genre_scores_gemma":[0.856226,0.002899427,0.1298092,0.001008491,0.0001442607,0.0004198176,0.000198187,0.00009824282,0.009196424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01247723,"threshold_uncertainty_score":0.0413847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563607304","doi":"10.4000/edc.1891","title":"Comment les textes écrivent l’organisation. Figures, ventriloquie et incarnation","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Incarnation; Art; Theology","authors":[{"name":"François Cooren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03930221420975428,"gpt":0.3162202674917111,"spread":0.2769180532819568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00262059,0.0005678762,0.00027723,0.001219735,0.003964179,0.009526233,0.0007194353,0.00221675,0.01341197],"category_scores_gemma":[0.01045656,0.0002493804,0.0003249026,0.001677962,0.01002011,0.01255442,0.002529354,0.002727328,0.003738769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441145,"about_ca_system_score_gemma":0.002040988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790839,"about_ca_topic_score_gemma":0.006287843,"domain_scores_codex":[0.9959028,0.0024476,0.0001442368,0.0005010068,0.0008064638,0.0001978067],"domain_scores_gemma":[0.9940364,0.003457471,0.0006438548,0.0005631051,0.001064142,0.0002350537],"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":[0.0001150746,0.00003090644,0.002271705,0.0003315551,0.00002137196,0.0007785386,0.2222532,0.0002493232,0.004221216,0.716914,0.01991676,0.03289616],"study_design_scores_gemma":[0.00001943498,0.00003326844,0.002984676,0.0003235521,0.00002493112,0.0007232156,0.07940406,0.0004781118,0.002988384,0.05783254,0.8551449,0.00004299626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1965346,0.00655145,0.04796321,0.0614776,0.004033099,0.0001288431,0.0008042432,0.0003881086,0.6821188],"genre_scores_gemma":[0.8155631,0.003148906,0.01190387,0.003071904,0.0009868604,0.0001380154,0.0004830472,0.0006213203,0.164083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341197,"threshold_uncertainty_score":0.04486752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1807971619","doi":"10.4000/edc.2532","title":"La contribution triviale des amateurs sur le Web : quelle efficacité documentaire ?","year":2011,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Nathalie Casemajor Loustau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.193608076987585,"gpt":0.3260602980916269,"spread":0.1324522211040419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01721151,0.0008552839,0.0007813456,0.005170816,0.007984126,0.0247983,0.002031083,0.002319045,0.01546839],"category_scores_gemma":[0.04188465,0.0006625528,0.0007393316,0.005717322,0.007388938,0.01686744,0.009259124,0.002078338,0.005672454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006762842,"about_ca_system_score_gemma":0.0113774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02898621,"about_ca_topic_score_gemma":0.04435676,"domain_scores_codex":[0.976781,0.01117119,0.000888049,0.00192845,0.008197065,0.001034104],"domain_scores_gemma":[0.9359394,0.03182946,0.00344995,0.01242918,0.012723,0.003628975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005024842,0.0003733842,0.05432057,0.001438281,0.0001638876,0.001871019,0.2671369,0.001314646,0.01598441,0.1912565,0.01378833,0.4518496],"study_design_scores_gemma":[0.0001059169,0.0004511997,0.02604593,0.001568145,0.0002703137,0.002163104,0.1641566,0.004563848,0.02102423,0.06950012,0.7099581,0.0001925903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4103593,0.004908771,0.08305443,0.01730375,0.000368675,0.0004553923,0.0006109049,0.002024007,0.4809147],"genre_scores_gemma":[0.8755735,0.002470284,0.03744117,0.0006753861,0.0002048312,0.0002319402,0.0004708353,0.0007367152,0.08219535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02898621,"threshold_uncertainty_score":0.09102428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1480395969","doi":"10.4000/edc.5737","title":"Communautés imaginées et signes transposables sur un « web territorial »","year":2014,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Humanities; Circulation (fluid dynamics); Geography; Art; Engineering","authors":[{"name":"Mariannig Le Béchec","is_ca":false},{"name":"Dominique Boullier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03610824189966898,"gpt":0.2876057946697083,"spread":0.2514975527700393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002292907,0.0004103135,0.0002611129,0.002465675,0.003953897,0.009846397,0.0005129295,0.001123598,0.01267051],"category_scores_gemma":[0.005258692,0.0002668773,0.0004080074,0.002697169,0.009486139,0.00828539,0.003273275,0.001523051,0.00134556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125472,"about_ca_system_score_gemma":0.001755538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461957,"about_ca_topic_score_gemma":0.01721158,"domain_scores_codex":[0.9967988,0.001777944,0.0000981867,0.0003542647,0.000649384,0.0003214549],"domain_scores_gemma":[0.995336,0.002309772,0.0005738992,0.0008015597,0.00068836,0.0002904998],"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":[0.00003075846,0.00001408748,0.004950172,0.0001223565,0.00001874037,0.0005515023,0.06850055,0.0004004423,0.001274031,0.8955508,0.002537369,0.02604919],"study_design_scores_gemma":[0.00002535334,0.00009016861,0.02586259,0.0005885474,0.0000607318,0.001867175,0.154199,0.002717682,0.002039513,0.1548371,0.6576194,0.0000928505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.272378,0.002196691,0.05245493,0.006354622,0.0003079564,0.0000819877,0.000558601,0.000300049,0.6653671],"genre_scores_gemma":[0.9496354,0.001157462,0.008470862,0.0001386177,0.00008981195,0.00008238402,0.0002021665,0.000085846,0.04013758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461957,"threshold_uncertainty_score":0.04238713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1924569981","doi":"10.4000/edc.5796","title":"Étudier la dimension sensible des savoirs produits en contexte de travail","year":2014,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Sylvie Grosjean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1293997656173859,"gpt":0.413670431744998,"spread":0.2842706661276121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004749802,0.0005134996,0.0004155532,0.001956279,0.007283408,0.0137008,0.0009513212,0.002074804,0.007827152],"category_scores_gemma":[0.009753949,0.000481475,0.0005211128,0.002110956,0.01316253,0.007587316,0.004825827,0.001870197,0.001058041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411537,"about_ca_system_score_gemma":0.003506581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009914751,"about_ca_topic_score_gemma":0.01518556,"domain_scores_codex":[0.9946464,0.003187136,0.0001664182,0.0006609707,0.0008518157,0.0004872637],"domain_scores_gemma":[0.9924919,0.00421433,0.0009536443,0.0006196498,0.001059132,0.0006613467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005991894,0.00003581183,0.01476799,0.000229216,0.00002658623,0.0008624217,0.858825,0.0001647556,0.005171277,0.1051388,0.0005809412,0.01413733],"study_design_scores_gemma":[0.00001022957,0.0001129727,0.02743015,0.0003769053,0.00003968739,0.0008441687,0.8199122,0.0006244915,0.002202962,0.02815269,0.1202266,0.00006700279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8161474,0.002382126,0.03099185,0.003318751,0.000144648,0.0001450606,0.0001104438,0.00007982805,0.1466798],"genre_scores_gemma":[0.9824622,0.0004719471,0.004391779,0.00009885899,0.00002075844,0.00005406368,0.00003953845,0.00003925505,0.01242165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137008,"threshold_uncertainty_score":0.02618444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185932807","doi":"10.4000/edc.11360","title":"La participation citoyenne dans les sciences participatives : formes et figures d’engagement","year":2021,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Publics; Political science; Citizen journalism; Sociology; Philosophy; Politics","authors":[{"name":"Florence Millerand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3954958390554851,"gpt":0.4997153829685969,"spread":0.1042195439131118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03150105,0.0006480671,0.0008068633,0.006231684,0.008158193,0.0196462,0.001905452,0.003338452,0.01015765],"category_scores_gemma":[0.05258885,0.0005096787,0.000722553,0.007912833,0.02434574,0.01581815,0.01309939,0.003698754,0.001172263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007385718,"about_ca_system_score_gemma":0.005980186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00497633,"about_ca_topic_score_gemma":0.004098897,"domain_scores_codex":[0.9459337,0.03763589,0.001977472,0.002969403,0.007698376,0.003785237],"domain_scores_gemma":[0.9369362,0.04365741,0.006304104,0.004395269,0.005001345,0.003705666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001040378,0.00004253355,0.01351835,0.0002970846,0.00002939239,0.0002812801,0.6652305,0.000213126,0.0006713919,0.2861642,0.002170352,0.03127778],"study_design_scores_gemma":[0.00002472163,0.0001118588,0.0184879,0.0008643187,0.00003245889,0.0004791218,0.697082,0.0006873124,0.0007156085,0.08259735,0.198823,0.00009432218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5640896,0.003666847,0.03849968,0.01948793,0.000555729,0.0003743237,0.00037359,0.0001627092,0.3727897],"genre_scores_gemma":[0.9851151,0.0008596453,0.003044224,0.000284531,0.00006752656,0.0002554577,0.0001213213,0.00005845715,0.01019371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9918418,"threshold_uncertainty_score":0.1665954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495119164","doi":"10.4000/edc.747","title":"L’entretien itinérant : pour une construction d’un dispositif méthodologique de narration des habitants dans la ville patrimoniale","year":2008,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Sociology; Philosophy","authors":[{"name":"Anne Watremez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05126990344948967,"gpt":0.2921436856136741,"spread":0.2408737821641844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004034794,0.0009788166,0.0003956981,0.001389237,0.006035258,0.01118574,0.001478058,0.002331741,0.01250803],"category_scores_gemma":[0.006472802,0.0004128676,0.0004817818,0.001709332,0.02088383,0.01119018,0.005291027,0.004177681,0.002023501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171018,"about_ca_system_score_gemma":0.00179628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008268231,"about_ca_topic_score_gemma":0.01018868,"domain_scores_codex":[0.994864,0.003947668,0.00009327965,0.0004404679,0.0003794425,0.0002751356],"domain_scores_gemma":[0.9965113,0.002269893,0.0002446241,0.0003908008,0.0003592466,0.0002242394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005862356,0.00001284984,0.00114075,0.0002073439,0.00001143924,0.0004560329,0.5202516,0.0001327051,0.001701168,0.4653289,0.002614524,0.008084022],"study_design_scores_gemma":[0.00002236751,0.00006812625,0.002793084,0.0005205045,0.00003198505,0.0009353011,0.3830287,0.001033646,0.003230923,0.09094552,0.5173183,0.0000715168],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.221725,0.005057676,0.1969222,0.0221569,0.001229075,0.0002604801,0.0005574781,0.0004323624,0.5516587],"genre_scores_gemma":[0.9298953,0.001011246,0.01418483,0.0007474365,0.000154188,0.0001769049,0.0001614841,0.0003742006,0.05329436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01250803,"threshold_uncertainty_score":0.04184353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1899907138","doi":"10.4000/edc.391","title":"Sports et publicités imprimées dans les magazines en France : une communication masculine dominante et stéréotypée ?","year":2006,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Subordination (linguistics); Art; Philosophy","authors":[{"name":"Stéphane Héas","is_ca":false},{"name":"Dominique Bodin","is_ca":false},{"name":"Luc Robène","is_ca":false},{"name":"Dominique Meunier","is_ca":true},{"name":"Jens Blumrodt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08480031275303403,"gpt":0.4218964583604258,"spread":0.3370961456073918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003144786,0.000415376,0.0002872186,0.002940325,0.005503161,0.01038391,0.0004632088,0.002363893,0.006689365],"category_scores_gemma":[0.0069534,0.0002804938,0.0001732677,0.002686125,0.007091206,0.005205804,0.001434427,0.001354823,0.0008933397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006591457,"about_ca_system_score_gemma":0.002871814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09569891,"about_ca_topic_score_gemma":0.08801174,"domain_scores_codex":[0.9967569,0.001903327,0.00006978613,0.0002631078,0.0006011912,0.0004056779],"domain_scores_gemma":[0.994501,0.002491234,0.001441146,0.0001458022,0.0008403093,0.0005805421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001461345,0.00009084874,0.03343433,0.0003305292,0.00003248304,0.00186964,0.7952867,0.00007072312,0.002232257,0.06895088,0.01661294,0.08094253],"study_design_scores_gemma":[0.00002270075,0.0001581576,0.1305085,0.000689072,0.00002676405,0.002542103,0.3988148,0.0001944344,0.0006264141,0.004481533,0.461842,0.00009352178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7355082,0.0213088,0.001599463,0.08323438,0.0008065947,0.00001662742,0.0001971166,0.00007363531,0.1572552],"genre_scores_gemma":[0.9784216,0.004870117,0.0002425656,0.002815132,0.0005496353,0.00001008161,0.00003551595,0.00002873713,0.01302668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09569891,"threshold_uncertainty_score":0.1902837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573248376","doi":"10.4000/edc.1802","title":"L’épreuve de la conversation : comment se négocie la mise en œuvre des normes dans l’écriture d’un texte organisationnel","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Daniel Robichaud","is_ca":true},{"name":"Chantal Benoit‐Barné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01902980334937622,"gpt":0.2568174477548559,"spread":0.2377876444054796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02095488,0.0006842724,0.0004945947,0.001669824,0.01143668,0.01464361,0.001818762,0.006996133,0.006583295],"category_scores_gemma":[0.06084312,0.0004373732,0.0005944844,0.001628454,0.0262041,0.01810949,0.008521807,0.007802942,0.002128488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004919769,"about_ca_system_score_gemma":0.004562452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008897766,"about_ca_topic_score_gemma":0.005891722,"domain_scores_codex":[0.960358,0.030975,0.0008822397,0.001874574,0.004589397,0.001320813],"domain_scores_gemma":[0.9415411,0.04060473,0.004494393,0.003233879,0.008168015,0.001957805],"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":[0.00008363341,0.00002326841,0.001277099,0.000204733,0.00002071847,0.0007231673,0.7092051,0.0001028288,0.001927331,0.2627603,0.01318101,0.01049091],"study_design_scores_gemma":[0.00002163273,0.0000698118,0.002006667,0.0005963748,0.00003287847,0.001426261,0.3978483,0.0008151718,0.002950355,0.05972773,0.5343961,0.0001088473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2121686,0.005987879,0.06465055,0.3525449,0.005370477,0.0001572076,0.0002236813,0.0003466001,0.3585502],"genre_scores_gemma":[0.9460399,0.001280793,0.004822109,0.01329264,0.001161732,0.0001362549,0.00006702402,0.0003034874,0.03289624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02095488,"threshold_uncertainty_score":0.1108213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1662270235","doi":"10.4000/edc.510","title":"L’environnement discursif des forums politiques : le cas des forums d’organisations politiques marginales","year":2007,"lang":"fr","type":"article","venue":"Etudes de communication/Études de 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":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Céline Matuszak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08100303403877475,"gpt":0.3483520192576974,"spread":0.2673489852189226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003862,0.0004634669,0.0004427398,0.002342185,0.01083291,0.01124664,0.001086157,0.002621331,0.01232853],"category_scores_gemma":[0.02466641,0.0003362887,0.0003315402,0.00214666,0.01211467,0.01245231,0.007887472,0.002182108,0.00135472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004083273,"about_ca_system_score_gemma":0.003787015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426141,"about_ca_topic_score_gemma":0.003761256,"domain_scores_codex":[0.9853673,0.01071935,0.0002707168,0.0009483972,0.001492312,0.001202005],"domain_scores_gemma":[0.9710298,0.01926208,0.003091872,0.002064147,0.002184239,0.002367894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002492138,0.00006998461,0.007610027,0.0004221123,0.00001412425,0.001373252,0.5038545,0.0002272708,0.002589827,0.4406217,0.005149219,0.0378188],"study_design_scores_gemma":[0.00006789623,0.0001378605,0.009336271,0.0008787243,0.00002803141,0.001368179,0.3877474,0.001413434,0.001804047,0.09616669,0.5009832,0.00006813045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6447569,0.004361545,0.05353213,0.02077792,0.0006773107,0.0002402935,0.000262763,0.0002512992,0.2751399],"genre_scores_gemma":[0.9813089,0.0003942225,0.003092335,0.0002765445,0.00009166346,0.0001402304,0.0000508192,0.00005647313,0.01458882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232853,"threshold_uncertainty_score":0.05308998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573699171","doi":"10.4000/edc.2563","title":"Reconfiguration de l’organisation : suivre à la trace les figures textualisées – le cas de la figure du patient","year":2011,"lang":"fr","type":"article","venue":"Etudes de communication/Études de 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":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Alexia Jolivet","is_ca":false},{"name":"Consuelo Vásquez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04678333704873366,"gpt":0.2824533535553029,"spread":0.2356700165065692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009411038,0.0006946354,0.0003967361,0.002625756,0.007629834,0.01310205,0.001606189,0.003507436,0.008652018],"category_scores_gemma":[0.0268957,0.0004744979,0.0004689276,0.002322173,0.03697368,0.01841998,0.00590416,0.00442245,0.001753545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008969813,"about_ca_system_score_gemma":0.005716052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009202437,"about_ca_topic_score_gemma":0.00702419,"domain_scores_codex":[0.9841696,0.01203653,0.0004460719,0.001061621,0.001764625,0.0005215579],"domain_scores_gemma":[0.9785717,0.01487241,0.001846239,0.002114973,0.00185454,0.0007400356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004691523,0.00001272422,0.001249968,0.0002101402,0.000009107769,0.0007348617,0.5134614,0.0002410435,0.001233952,0.4581493,0.006199651,0.01845097],"study_design_scores_gemma":[0.00001547217,0.00004657653,0.00203464,0.0008945919,0.00001905073,0.001334623,0.3892721,0.001105381,0.002287558,0.125274,0.4776436,0.00007241085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2192424,0.007915131,0.1223295,0.1282395,0.003129498,0.0002964802,0.0006292515,0.0007114293,0.5175068],"genre_scores_gemma":[0.9543613,0.001678518,0.014296,0.002308741,0.0003260889,0.000125388,0.0001608929,0.0003006259,0.0264424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01310205,"threshold_uncertainty_score":0.06508088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1741590505","doi":"10.4000/edc.5336","title":"Analyser l’adoption des réseaux socionumériques professionnels : entre approche pragmatiste et étude de la dimension symbolique des usages","year":2013,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Appropriation; Philosophy; Sociology; Political science; Epistemology","authors":[{"name":"Julien Mésangeau","is_ca":false},{"name":"Arnaud Povéda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04282411568362433,"gpt":0.3385672107435448,"spread":0.2957430950599205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02137542,0.0007194285,0.0005158296,0.005693222,0.002672527,0.008511194,0.001517369,0.0023033,0.007420558],"category_scores_gemma":[0.05595757,0.0005002474,0.000733682,0.006767966,0.007120178,0.01054505,0.003873762,0.002280827,0.002073154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005939481,"about_ca_system_score_gemma":0.006215997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835834,"about_ca_topic_score_gemma":0.006737796,"domain_scores_codex":[0.9643311,0.02298899,0.001499034,0.002588513,0.007718784,0.0008735519],"domain_scores_gemma":[0.927258,0.04978549,0.005632508,0.005760726,0.01063026,0.0009329368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001918992,0.0001436792,0.04171078,0.001389739,0.00007715925,0.0004515981,0.3770648,0.0008548354,0.009717563,0.2030452,0.003871707,0.361481],"study_design_scores_gemma":[0.0000457748,0.0004209328,0.08785496,0.002378566,0.0001440539,0.001656531,0.3732004,0.00880832,0.01093392,0.1112745,0.4030312,0.0002508708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577057,0.005589993,0.2224538,0.01943836,0.0004575028,0.0004674662,0.0005464194,0.0004508661,0.1735385],"genre_scores_gemma":[0.934954,0.001691336,0.04922897,0.0006760038,0.0001324152,0.000380811,0.0002302447,0.0001632177,0.01254305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137542,"threshold_uncertainty_score":0.1130454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599170500","doi":"10.4000/edc.3386","title":"Les natifs numériques profitent-ils de la convergence ? Constats nuancés et pistes de réflexion pour les éducateurs","year":2012,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jacques Kerneis","is_ca":false},{"name":"Alexandre Coutant","is_ca":false},{"name":"Henri Assogba","is_ca":true},{"name":"Thomas Stenger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2846897032056779,"gpt":0.4111961405959054,"spread":0.1265064373902275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01481341,0.0006316223,0.0006545569,0.003252443,0.006645254,0.01640601,0.00113572,0.00199907,0.009355744],"category_scores_gemma":[0.03120195,0.0004740806,0.0004094142,0.002844973,0.019045,0.01465834,0.007926283,0.003122176,0.001314157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008127653,"about_ca_system_score_gemma":0.01014118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324775,"about_ca_topic_score_gemma":0.04071918,"domain_scores_codex":[0.9873357,0.007596884,0.0004812901,0.00115076,0.002293698,0.001141543],"domain_scores_gemma":[0.9752334,0.01518882,0.002029211,0.001761911,0.004092062,0.001694554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001310299,0.00009892495,0.03412346,0.0003535136,0.00004298532,0.0003914887,0.6550705,0.0002122369,0.00146516,0.2176264,0.001906818,0.08857747],"study_design_scores_gemma":[0.00002624965,0.0001349746,0.04439584,0.001188445,0.00004653919,0.0003230241,0.7696719,0.0004882261,0.001671195,0.05507919,0.1268916,0.00008288362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6981986,0.00522169,0.01053565,0.0406904,0.0003036584,0.00007331033,0.0001098303,0.0000784166,0.2447885],"genre_scores_gemma":[0.9834478,0.001561645,0.001826932,0.0007203601,0.00004933479,0.0000521111,0.00002119454,0.00004667913,0.01227397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324775,"threshold_uncertainty_score":0.07834172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1655303756","doi":"10.4000/edc.5143","title":"Pratiques de branding en contexte universitaire. Une approche processuelle de la marque","year":2013,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","authors":[{"name":"Consuelo Vásquez","is_ca":false},{"name":"Benoît Cordelier","is_ca":true},{"name":"Viviane Sergi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01056988194800417,"gpt":0.241784775216121,"spread":0.2312148932681168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007874862,0.0005104326,0.0003132062,0.00210418,0.005419634,0.01313682,0.001057304,0.003627566,0.01004037],"category_scores_gemma":[0.01774408,0.0004484802,0.000431842,0.002291375,0.01233295,0.01198302,0.005597503,0.004394195,0.001375505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004098602,"about_ca_system_score_gemma":0.003145667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692002,"about_ca_topic_score_gemma":0.003998721,"domain_scores_codex":[0.9909955,0.0057117,0.0002782065,0.0006968212,0.001872882,0.0004448518],"domain_scores_gemma":[0.9879197,0.006989366,0.001722544,0.001048152,0.00153163,0.0007887209],"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":[0.00005761062,0.00007353298,0.005225944,0.0002361031,0.0000169062,0.0004225327,0.1514573,0.0004847409,0.002188826,0.7854025,0.002681453,0.05175259],"study_design_scores_gemma":[0.00002391458,0.0001974186,0.01176479,0.0007231992,0.00004056164,0.002029383,0.150267,0.003428577,0.003832194,0.3889031,0.4386526,0.0001373107],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2606531,0.01051554,0.1296461,0.04694462,0.001140896,0.0002350131,0.0001619525,0.0003252584,0.5503775],"genre_scores_gemma":[0.9366899,0.002077466,0.02210835,0.001137531,0.0002314472,0.0001121513,0.00004214123,0.00007376518,0.03752721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01313682,"threshold_uncertainty_score":0.04164672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1577619862","doi":"10.4000/edc.1661","title":"L’émergence d’un nouveau genre communicationnel dans les organisations fortement connectées : les « questions rapides » par messagerie instantanée","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Christian Licoppe","is_ca":false},{"name":"Serge Proulx","is_ca":true},{"name":"Renato Cudicio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03074555061021682,"gpt":0.3220579178377485,"spread":0.2913123672275316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005903063,0.0005381464,0.0003587496,0.002523073,0.006347463,0.01123417,0.00117281,0.003532293,0.0105283],"category_scores_gemma":[0.01657237,0.0003916397,0.0004294849,0.002339658,0.00986379,0.00922156,0.005448052,0.003345046,0.001324843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426238,"about_ca_system_score_gemma":0.004011571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859807,"about_ca_topic_score_gemma":0.009596894,"domain_scores_codex":[0.9944211,0.003061748,0.0001816248,0.0007483407,0.00105722,0.0005300177],"domain_scores_gemma":[0.9753751,0.0132864,0.003754296,0.001702484,0.00333814,0.002543709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001861472,0.00008310138,0.0201752,0.0005151944,0.0000306893,0.001275426,0.6229625,0.0004337999,0.005610392,0.2511533,0.005416855,0.0921573],"study_design_scores_gemma":[0.000030383,0.0002528971,0.0362464,0.0007308364,0.00005298475,0.001249262,0.3858139,0.0010013,0.002789909,0.04002914,0.5316338,0.0001692263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687557,0.00570138,0.04388674,0.03022867,0.0008948375,0.000201524,0.0001868519,0.0002317378,0.2499127],"genre_scores_gemma":[0.9576445,0.001392114,0.00580121,0.0007172787,0.0002495442,0.000124291,0.00006829671,0.0000769122,0.03392571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123417,"threshold_uncertainty_score":0.03937036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134348516","doi":"10.4000/edc.5418","title":"La dimension sémantique, négligée de l’approche expérience-utilisateur","year":2013,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Yves Marcoux","is_ca":true},{"name":"Élias Rizkallah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485148292553194,"gpt":0.3242370549582366,"spread":0.1757222257029172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008427601,0.0009824216,0.0005724285,0.001342542,0.00168327,0.0117942,0.001664518,0.002656669,0.01007969],"category_scores_gemma":[0.0211096,0.0008898621,0.000862003,0.001064015,0.01408823,0.01469568,0.005498362,0.005044959,0.002083354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303061,"about_ca_system_score_gemma":0.002980776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278806,"about_ca_topic_score_gemma":0.002622158,"domain_scores_codex":[0.9863425,0.006591922,0.0006708819,0.00173528,0.004067696,0.0005916716],"domain_scores_gemma":[0.9809714,0.01026954,0.0006604959,0.004830861,0.002589856,0.0006778265],"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":[0.0001429603,0.00005605478,0.001461178,0.0003635602,0.00002584474,0.0001599794,0.01897248,0.001715285,0.00704996,0.8904926,0.001428544,0.07813153],"study_design_scores_gemma":[0.00007518309,0.0003936203,0.002896773,0.0008101512,0.0000933688,0.001391198,0.01134559,0.01847725,0.01940879,0.6222979,0.3226546,0.0001555873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05352189,0.002161688,0.820602,0.007179967,0.0004332844,0.0001599849,0.0001180409,0.001153742,0.1146693],"genre_scores_gemma":[0.6943008,0.001632836,0.2677609,0.001056719,0.0002012485,0.000470108,0.0002028256,0.0008866849,0.03348788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0117942,"threshold_uncertainty_score":0.04456997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1529810137","doi":"10.4000/edc.588","title":"Le professeur et le courtier","year":2007,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05360369649413518,"gpt":0.3468619355143294,"spread":0.2932582390201942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004936807,0.000525206,0.0003996331,0.002121201,0.004622543,0.01456098,0.001023429,0.003041105,0.05828009],"category_scores_gemma":[0.02021491,0.0004155942,0.0004038895,0.001560859,0.005878042,0.01214358,0.006979565,0.003498673,0.01079509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709476,"about_ca_system_score_gemma":0.005632922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098056,"about_ca_topic_score_gemma":0.007593042,"domain_scores_codex":[0.9925047,0.002359641,0.0002865989,0.001376185,0.002583055,0.0008898497],"domain_scores_gemma":[0.983279,0.003572351,0.001706067,0.001436054,0.004711648,0.00529489],"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":[0.0001604461,0.0001267997,0.0115762,0.0003024858,0.0000233181,0.0009766037,0.05554554,0.0004280665,0.004540282,0.6578144,0.04417375,0.2243322],"study_design_scores_gemma":[0.00001924215,0.0001256633,0.007006443,0.0004156042,0.00001830884,0.0009075757,0.02270577,0.0006880545,0.002126317,0.06016323,0.9057492,0.00007452215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1278403,0.004967804,0.05560348,0.09488418,0.003116578,0.0001586014,0.0003193683,0.0007762794,0.7123334],"genre_scores_gemma":[0.5327954,0.003116948,0.0134944,0.004830468,0.001082569,0.0001344744,0.000132391,0.0005957424,0.4438175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05828009,"threshold_uncertainty_score":0.1949663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1778970384","doi":"10.4000/edc.1011","title":"En guise d’épiloguePratiques interprétatives : entre méthodes et sens commun","year":2001,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy; Physics","authors":[{"name":"Joëlle Le Marec","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05698502855547907,"gpt":0.3636737603847589,"spread":0.3066887318292798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01858883,0.001763602,0.0007668428,0.004758891,0.002829273,0.01469575,0.002026016,0.00219986,0.01862282],"category_scores_gemma":[0.04909805,0.0009489779,0.001356554,0.00357168,0.01195263,0.01748377,0.006458262,0.00450667,0.004723659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992825,"about_ca_system_score_gemma":0.00313902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004956287,"about_ca_topic_score_gemma":0.005880684,"domain_scores_codex":[0.9764252,0.01849905,0.0007754245,0.001892118,0.002078303,0.000329865],"domain_scores_gemma":[0.962617,0.02569433,0.001034922,0.007590594,0.002617626,0.0004453821],"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":[0.0001183152,0.00005841151,0.001318026,0.0005271425,0.0000583254,0.0003015711,0.05840166,0.0007616681,0.002883043,0.7761847,0.007869057,0.1515182],"study_design_scores_gemma":[0.0000438745,0.0000678237,0.001495586,0.0008769796,0.00007513057,0.0007223938,0.02529915,0.008807344,0.006339902,0.4768293,0.4793642,0.00007846009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00944638,0.002076913,0.9089683,0.006724796,0.0005176179,0.0002717479,0.0003476647,0.002044048,0.06960267],"genre_scores_gemma":[0.2593438,0.003249658,0.6667911,0.001513646,0.0007031915,0.001040001,0.0008805714,0.003333397,0.06314454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01862282,"threshold_uncertainty_score":0.09830827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254412220","doi":"10.4000/edc.1752","title":"Introduction","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy; Sociology","authors":[{"name":"Patrice de La Broise","is_ca":false},{"name":"Sylvie Grosjean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1573352349216167,"gpt":0.449967340556516,"spread":0.2926321056348993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002392234,0.0007801214,0.0005342751,0.001493886,0.003253869,0.00685233,0.002424008,0.003113632,0.39542],"category_scores_gemma":[0.007762343,0.0003025676,0.0006558079,0.002009177,0.001604858,0.004210261,0.004395246,0.002390501,0.2026079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003007078,"about_ca_system_score_gemma":0.005427281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006350266,"about_ca_topic_score_gemma":0.006529864,"domain_scores_codex":[0.9973014,0.0004909954,0.0001502605,0.0006503524,0.001023392,0.0003836201],"domain_scores_gemma":[0.9967714,0.0005831043,0.0001656979,0.0004728968,0.001440036,0.0005669076],"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":[0.0001554757,0.0001003412,0.001840859,0.0006087763,0.00001279899,0.0003838073,0.003058847,0.0001853605,0.0007704404,0.1601214,0.5874271,0.2453348],"study_design_scores_gemma":[0.000004636971,0.00001518292,0.0005764703,0.000164466,0.000002824447,0.0001170334,0.0006364222,0.0000298921,0.0001226616,0.005698099,0.9926259,0.000006390773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003673343,0.003008791,0.008222244,0.01485869,0.005342306,0.0003538129,0.004526637,0.0009028159,0.9591113],"genre_scores_gemma":[0.03691898,0.003766495,0.009136002,0.009945168,0.001523219,0.000541563,0.006036749,0.0006314581,0.9315004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6045799,"threshold_uncertainty_score":0.8623599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240173719","doi":"10.4000/edc.1133","title":"Introduction","year":2001,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Computer science","authors":[{"name":"Jacques Noyer","is_ca":false},{"name":"Olivier Chantraine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04739774491110127,"gpt":0.3430453578977978,"spread":0.2956476129866965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001825333,0.0007975305,0.0006727977,0.001277709,0.002402351,0.005026906,0.002131507,0.002764546,0.1916879],"category_scores_gemma":[0.004990785,0.0002856778,0.0008663317,0.001567462,0.001904422,0.0031329,0.003361294,0.002101564,0.07686337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581803,"about_ca_system_score_gemma":0.002990155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845134,"about_ca_topic_score_gemma":0.005035069,"domain_scores_codex":[0.9980791,0.0003260018,0.00009428053,0.0006870161,0.0005440148,0.0002696659],"domain_scores_gemma":[0.9982017,0.0003039001,0.0001649411,0.0003839013,0.0006659797,0.0002795609],"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":[0.0002637893,0.0001459098,0.00598016,0.0007073787,0.00006408907,0.000741011,0.002472035,0.0007611444,0.003366351,0.4034827,0.2852027,0.2968128],"study_design_scores_gemma":[0.00001501376,0.00003984137,0.001990694,0.0001764946,0.00001516535,0.0003377105,0.00050715,0.0001962339,0.000652205,0.02957363,0.9664745,0.00002135983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01596156,0.00536075,0.03182022,0.01630408,0.00510721,0.0004400709,0.00882946,0.001472481,0.9147042],"genre_scores_gemma":[0.1597439,0.006045436,0.02327207,0.01214775,0.001396113,0.0007243524,0.009363579,0.0006597678,0.786647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8083121,"threshold_uncertainty_score":0.6412598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1570213503","doi":"10.4000/edc.161","title":"Intertextualité et archi-iconicité : le cas des représentations scientifiques de la réaction antigène-anticorps.","year":2004,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Alberto Cambrosio","is_ca":false},{"name":"Daniel Jacobi","is_ca":false},{"name":"Peter Keating","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05783474823105939,"gpt":0.3809571046147434,"spread":0.323122356383684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004341854,0.000823423,0.0003476976,0.00342253,0.004284661,0.01491398,0.001239203,0.002659574,0.008082632],"category_scores_gemma":[0.0142436,0.0003592736,0.0006532416,0.00266327,0.03495584,0.01496489,0.005109161,0.003856473,0.001065993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004073496,"about_ca_system_score_gemma":0.002299199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350325,"about_ca_topic_score_gemma":0.002575811,"domain_scores_codex":[0.9952057,0.00274117,0.0001598874,0.0005082438,0.001083162,0.0003017776],"domain_scores_gemma":[0.9917434,0.004650721,0.0007860414,0.001644487,0.0009062738,0.0002689859],"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":[0.00001515484,0.000003962563,0.0001800896,0.00005485535,0.00000444674,0.00009390619,0.0350912,0.0001258765,0.0004275089,0.95781,0.0008417348,0.0053513],"study_design_scores_gemma":[0.00003002372,0.00006171651,0.001089974,0.0003400999,0.00003906361,0.001131775,0.03944169,0.001789931,0.002406228,0.6209887,0.3326268,0.00005399988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07724635,0.006803292,0.1297856,0.01688855,0.001585707,0.00007967051,0.0001892998,0.0003060667,0.7671155],"genre_scores_gemma":[0.9360701,0.002164099,0.01798722,0.0009403347,0.0004855472,0.0001209231,0.0001282079,0.0002138602,0.04188964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01491398,"threshold_uncertainty_score":0.02955544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2305146428","doi":"10.4000/edc.6462","title":"Les mappings vidéo sur le patrimoine bâti comme forme d’hybridation entre œuvre et dispositif de médiation","year":2015,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Heritage; Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","authors":[{"name":"Alexandra Georgescu Paquín","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209958549059027,"gpt":0.2920091139720507,"spread":0.1710132590661479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000748049,0.0007445908,0.000280281,0.001167363,0.001787464,0.005851234,0.0007819977,0.0009443149,0.0221206],"category_scores_gemma":[0.002028614,0.0004006109,0.0004139269,0.001132936,0.002462003,0.004452821,0.003057782,0.001279611,0.004249461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146552,"about_ca_system_score_gemma":0.001474419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02200093,"about_ca_topic_score_gemma":0.02077986,"domain_scores_codex":[0.9992653,0.0001635796,0.00002400955,0.0001492068,0.0002909013,0.0001070446],"domain_scores_gemma":[0.9993176,0.0001913984,0.00003102077,0.0001773483,0.0002052286,0.00007738618],"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":[0.0002857268,0.00009468063,0.004959886,0.0004143035,0.00005732821,0.002066313,0.02926274,0.00576097,0.05239258,0.4502706,0.02525422,0.4291807],"study_design_scores_gemma":[0.00003307165,0.0001516723,0.006053775,0.0003924303,0.00006161987,0.001471977,0.0167246,0.01311451,0.03095908,0.05098577,0.8799149,0.0001366075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200878,0.001519643,0.4178456,0.002920592,0.0005626812,0.0002404113,0.0007827103,0.004820007,0.4512206],"genre_scores_gemma":[0.6312172,0.00178457,0.1586909,0.0005582658,0.0001246202,0.0002700328,0.0007451212,0.001042038,0.2055672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0221206,"threshold_uncertainty_score":0.07400078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016339344","doi":"10.4000/edc.9287","title":"Entre transparence des sources et entre-soi : une critique du fact-checking du débat de l’entre-deux tours de la présidentielle française de 2017","year":2019,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; Art; Philosophy","authors":[{"name":"Alexandre Joux","is_ca":false},{"name":"Inés Álvarez-Cascos Gil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0796116120297056,"gpt":0.3209879146431787,"spread":0.2413763026134731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01982404,0.0004784012,0.0005322759,0.004973939,0.01407174,0.02293489,0.001849485,0.006247295,0.007204691],"category_scores_gemma":[0.05836441,0.0006503428,0.0004294798,0.005622203,0.04356285,0.02157294,0.004817345,0.01001558,0.0008151268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01945005,"about_ca_system_score_gemma":0.01663333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1050534,"about_ca_topic_score_gemma":0.1190021,"domain_scores_codex":[0.9864727,0.006365381,0.0005131595,0.001529361,0.003966851,0.001152435],"domain_scores_gemma":[0.9069292,0.07230876,0.005439527,0.004720948,0.009316248,0.001285333],"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":[0.00003990423,0.000007695216,0.001448057,0.0001033114,0.00001035791,0.0002039895,0.1101805,0.0001118977,0.00009883298,0.8602177,0.01216486,0.01541285],"study_design_scores_gemma":[0.00003313715,0.00003858263,0.008453347,0.002142147,0.00005010561,0.0003930969,0.1073332,0.0007235152,0.001133697,0.2408811,0.6386964,0.000121631],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.117305,0.01678352,0.01650181,0.3748452,0.002362329,0.00007001032,0.000581664,0.000159907,0.4713905],"genre_scores_gemma":[0.9612037,0.003642814,0.001789223,0.008285752,0.0007076546,0.00005229214,0.000104992,0.0001605901,0.02405304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1050534,"threshold_uncertainty_score":0.2088839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507864390","doi":"10.4000/edc.316","title":"Le projet comme outil de gouvernement","year":2005,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Contemporary Cultural and Social Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Robert Panico","is_ca":true},{"name":"François Poulle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056748351237876,"gpt":0.36898761817222,"spread":0.2633127830484324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002986603,0.0004294369,0.0002812484,0.0009717432,0.006862069,0.007281445,0.001306668,0.002137866,0.01554279],"category_scores_gemma":[0.005123569,0.0002391438,0.0003865569,0.001449186,0.01450259,0.008033678,0.005500631,0.004850194,0.00251807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866218,"about_ca_system_score_gemma":0.005674668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0083993,"about_ca_topic_score_gemma":0.01752478,"domain_scores_codex":[0.9956101,0.002440278,0.000100053,0.0005265902,0.000866942,0.0004559806],"domain_scores_gemma":[0.9969146,0.0009685781,0.0002864508,0.0004892154,0.0005098215,0.0008313786],"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":[0.00003625336,0.00004064733,0.001255221,0.0001084278,0.000004970532,0.000377368,0.08035433,0.00009639494,0.0003591247,0.8818333,0.01497262,0.0205613],"study_design_scores_gemma":[0.00001186989,0.00006178881,0.002114645,0.0002330343,0.00000455807,0.0003519283,0.02752893,0.0001900199,0.0003496758,0.03612764,0.9330058,0.00002010912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0918341,0.004304542,0.0322981,0.04455709,0.001787543,0.0002170418,0.0002167691,0.0002655042,0.8245193],"genre_scores_gemma":[0.6214884,0.002843116,0.01285387,0.004630178,0.0004448563,0.0003527508,0.0001858198,0.0003795111,0.3568215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01554279,"threshold_uncertainty_score":0.05199587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1561063818","doi":"10.4000/edc.847","title":"L’analyse éditoriale française et québécoise","year":2002,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Gilles Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2415585601672537,"gpt":0.3327142436520044,"spread":0.0911556834847507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00513051,0.0006148237,0.0005989433,0.01455938,0.007218083,0.01089347,0.0005996493,0.001118985,0.01667752],"category_scores_gemma":[0.02941048,0.0002811956,0.0003531422,0.02042815,0.003346584,0.002329903,0.001224716,0.001502642,0.001560527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02589363,"about_ca_system_score_gemma":0.0342031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6254871,"about_ca_topic_score_gemma":0.7990239,"domain_scores_codex":[0.992672,0.001313934,0.0003904222,0.0006587082,0.00424148,0.0007234628],"domain_scores_gemma":[0.9455907,0.01412999,0.003076721,0.001439925,0.03339124,0.002371534],"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":[0.000298137,0.00007530257,0.02562013,0.003576858,0.0002468298,0.001306618,0.09766758,0.0006205288,0.008081397,0.0761063,0.5760704,0.21033],"study_design_scores_gemma":[0.000006138364,0.00001229464,0.0290819,0.0005517112,0.00004177149,0.0001288266,0.00923816,0.0001141101,0.0005795439,0.0008691443,0.9593506,0.00002582012],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1714692,0.1166576,0.003367676,0.08206911,0.03484799,0.000358489,0.007723758,0.0005216916,0.5829846],"genre_scores_gemma":[0.6266282,0.03503116,0.003015412,0.008489139,0.006872732,0.0002621392,0.002672693,0.0006059256,0.3164226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6254871,"threshold_uncertainty_score":0.7534369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1480685275","doi":"10.4000/edc.904","title":"Construction d’un dispositif méthodologique et de ses outils : savoir commun et savoir scientifique, de l’induction aux hypothèses","year":2009,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Agnès d’Arripe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3223276993311581,"gpt":0.4555403478870569,"spread":0.1332126485558989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04658939,0.001352893,0.001340677,0.004435531,0.004027904,0.0118708,0.002927337,0.002991375,0.01625266],"category_scores_gemma":[0.06909345,0.001089289,0.002365281,0.002948444,0.03227842,0.01589915,0.006153855,0.006949519,0.003097729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006299324,"about_ca_system_score_gemma":0.01108971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326272,"about_ca_topic_score_gemma":0.002870559,"domain_scores_codex":[0.9538444,0.03275986,0.001804252,0.00475671,0.005996903,0.0008378445],"domain_scores_gemma":[0.9085665,0.0664202,0.003204401,0.01277286,0.007788563,0.001247427],"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":[0.0000792686,0.00006409714,0.001617907,0.0005477567,0.00003498905,0.0001289955,0.02164355,0.0004445966,0.0008424828,0.9482707,0.001655078,0.02467047],"study_design_scores_gemma":[0.0001206675,0.0001906313,0.003223055,0.001038667,0.00006879219,0.0003018202,0.01535887,0.004349955,0.003977806,0.8687702,0.1025049,0.0000945945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03161143,0.001612745,0.8438804,0.01490043,0.0008477339,0.001415272,0.0006918923,0.0004351484,0.104605],"genre_scores_gemma":[0.45498,0.001484633,0.5069841,0.002377288,0.0004065011,0.007267884,0.0007152386,0.0006030255,0.02518143],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04658939,"threshold_uncertainty_score":0.2463912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211025790","doi":"10.4000/edc.3893","title":"Introduction","year":2012,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Michèle Hudon","is_ca":true},{"name":"Widad Mustafa El Hadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2434915746795,"gpt":0.3448365153311179,"spread":0.1013449406516179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002220996,0.0007556839,0.0005312964,0.001497396,0.003274722,0.008400519,0.002199982,0.003177532,0.3676187],"category_scores_gemma":[0.007857777,0.0003070309,0.0006436347,0.002326196,0.001895523,0.005168702,0.004149902,0.002484826,0.1938399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356132,"about_ca_system_score_gemma":0.005002035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006954888,"about_ca_topic_score_gemma":0.006655917,"domain_scores_codex":[0.9970893,0.0004806717,0.0001531284,0.0007246597,0.001175746,0.0003765429],"domain_scores_gemma":[0.9964439,0.0006202488,0.000198018,0.0005966507,0.001589787,0.0005512873],"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":[0.0001207706,0.00008391262,0.001644782,0.0004663811,0.00001276863,0.0002728134,0.002445121,0.0002264192,0.000698401,0.2128445,0.5475421,0.2336421],"study_design_scores_gemma":[0.000003996576,0.00001147845,0.00051088,0.0001257529,0.0000023431,0.00009268206,0.0004223278,0.00003701169,0.000102596,0.00763715,0.9910476,0.000006284908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003283595,0.003480484,0.008771067,0.01477214,0.004334133,0.0002689646,0.004033071,0.0009005335,0.9601561],"genre_scores_gemma":[0.0378587,0.004768456,0.008023579,0.007410696,0.001597659,0.000409541,0.005934109,0.0006387462,0.9333586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6323813,"threshold_uncertainty_score":0.9020151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243022863","doi":"10.4000/edc.425","title":"Introduction","year":2007,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Computer science","authors":[{"name":"Annette Béguin","is_ca":false},{"name":"Stéphane Chaudiron","is_ca":false},{"name":"Éric Delamotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1990623317476734,"gpt":0.348017635042202,"spread":0.1489553032945286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001898558,0.0007938895,0.0005756972,0.001548554,0.002782544,0.007197061,0.002165682,0.002939222,0.3188565],"category_scores_gemma":[0.006437364,0.0002935771,0.0006449306,0.002148063,0.001709569,0.00487455,0.003940053,0.002336512,0.1539052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823938,"about_ca_system_score_gemma":0.003566711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653001,"about_ca_topic_score_gemma":0.004567935,"domain_scores_codex":[0.997568,0.0003996593,0.0001334214,0.0006591112,0.000960631,0.0002792273],"domain_scores_gemma":[0.9971765,0.0005392941,0.0001617195,0.0004842184,0.001234552,0.0004038168],"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":[0.0001427616,0.00008497366,0.001690632,0.00057331,0.00001556771,0.0003065699,0.002543331,0.0002888487,0.0008993219,0.2311536,0.4540868,0.3082143],"study_design_scores_gemma":[0.000003911455,0.0000137904,0.0005125686,0.0001432843,0.000002792798,0.0001281705,0.0004160424,0.00004769233,0.0001347324,0.008104983,0.990485,0.00000700432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004039053,0.006246943,0.01216324,0.01557928,0.006008429,0.0002447356,0.003838733,0.0008932628,0.9509864],"genre_scores_gemma":[0.04721795,0.008038397,0.01111396,0.007884786,0.002397452,0.0003964935,0.00571096,0.0006857591,0.9165544],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3188565,"threshold_uncertainty_score":0.9715686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532862877","doi":"10.4000/edc.730","title":"L’exposition Espace mobile à la Galerie VOX, de Montréal : régénération esthétique de l’espace public aux marges du politique","year":2008,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Exposition (narrative); Art; Humanities; Literature","authors":[{"name":"Jean‐François Côté","is_ca":true},{"name":"Maude Pugliese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03245498774846364,"gpt":0.3063821224896606,"spread":0.273927134741197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006393136,0.0004787288,0.0001951763,0.0009626546,0.01172413,0.00570919,0.0009325964,0.001295208,0.01751195],"category_scores_gemma":[0.001155954,0.0001685682,0.0002155401,0.001619149,0.01428754,0.001624627,0.00372048,0.0017274,0.0005789475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03406292,"about_ca_system_score_gemma":0.01718201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8298873,"about_ca_topic_score_gemma":0.9162481,"domain_scores_codex":[0.999228,0.0001998205,0.000006375276,0.00009105277,0.0001815611,0.0002931057],"domain_scores_gemma":[0.9996343,0.0001096731,0.00003148708,0.00002836478,0.00007635075,0.0001198814],"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":[0.00006863471,0.00002154232,0.003095715,0.0001319091,0.00001580297,0.001272453,0.3007899,0.0006900715,0.002990806,0.6275817,0.02666097,0.03668054],"study_design_scores_gemma":[0.0000165304,0.00003425367,0.01215728,0.0001749175,0.00001494775,0.0002784566,0.1221296,0.0002984633,0.0008077999,0.006553118,0.8574873,0.00004738484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2954009,0.004680078,0.005826759,0.01938309,0.0005612139,0.00008119213,0.0002702474,0.0001350229,0.6736614],"genre_scores_gemma":[0.8570361,0.001029045,0.0006015719,0.0005818503,0.0000670621,0.00003059985,0.00004295714,0.00005075247,0.1405601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8298873,"threshold_uncertainty_score":0.3422289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1850979732","doi":"10.4000/edc.257","title":"Le leadership au secours du gestionnaire traditionnel : étude critique sur le succès d’une théorie","year":2005,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Natural Sciences and Engineering Research Council of Canada; Université Laval","funders":"","keywords":"Political science","authors":[{"name":"Martin David-Blais","is_ca":true},{"name":"Jeffrey Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03318736623596621,"gpt":0.2259895834114027,"spread":0.1928022171754365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01534358,0.0005728569,0.0005311197,0.003764357,0.003814389,0.01021901,0.002029361,0.00354362,0.009408659],"category_scores_gemma":[0.04106614,0.0003724065,0.0006197167,0.002586182,0.02234982,0.01120146,0.004594293,0.004530055,0.0009099273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006303931,"about_ca_system_score_gemma":0.003468274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003882639,"about_ca_topic_score_gemma":0.003624052,"domain_scores_codex":[0.9872316,0.008039054,0.0003053333,0.001023594,0.00286575,0.0005347866],"domain_scores_gemma":[0.9276797,0.05855232,0.004051066,0.00343468,0.005384955,0.0008973368],"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":[0.00005500628,0.00005639751,0.003004198,0.0004013948,0.00004618535,0.0002071215,0.04436804,0.0006541793,0.0001902668,0.9092933,0.003512223,0.03821174],"study_design_scores_gemma":[0.0000975432,0.0003050111,0.009398525,0.002797471,0.000144316,0.0008195851,0.08519825,0.005258441,0.002222458,0.6930941,0.2005608,0.0001034578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2567603,0.0409334,0.0741785,0.1630988,0.002029901,0.000120569,0.0001312764,0.0001450366,0.4626021],"genre_scores_gemma":[0.9742612,0.00783504,0.003604948,0.001803998,0.0005273842,0.00009173201,0.00002999182,0.00005255994,0.01179306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01534358,"threshold_uncertainty_score":0.08114558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017087565","doi":"10.4000/edc.9499","title":"Œuvre, documentation et archive au regard de la danse : quelles hybridations ?","year":2019,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Documentation; Humanities; Art; Library science; Computer science","authors":[{"name":"Stéphane Bellin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02450345664489628,"gpt":0.3568049786797279,"spread":0.3323015220348316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007139391,0.0006637097,0.0007097397,0.003088846,0.008744586,0.02151617,0.001457529,0.003015202,0.008312775],"category_scores_gemma":[0.01421473,0.0004780653,0.0005515868,0.003670965,0.04715461,0.01767411,0.007964504,0.005837866,0.0009381304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009649365,"about_ca_system_score_gemma":0.01018689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05191589,"about_ca_topic_score_gemma":0.06109451,"domain_scores_codex":[0.9912141,0.004853724,0.0003396088,0.0008994049,0.002022559,0.0006706272],"domain_scores_gemma":[0.9867692,0.00731251,0.001122075,0.002009532,0.001921219,0.00086548],"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":[0.00006025392,0.00002670079,0.003063266,0.0003004705,0.00002003986,0.0002767431,0.2874854,0.0001493566,0.0008766346,0.6587194,0.002986006,0.04603583],"study_design_scores_gemma":[0.00003455391,0.0001051337,0.009458816,0.002011825,0.00006131417,0.001412271,0.3114556,0.000561899,0.002083818,0.1935304,0.4791681,0.0001162179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1907082,0.02021758,0.0803379,0.08858467,0.001630236,0.0001283166,0.0002207627,0.0003387313,0.6178336],"genre_scores_gemma":[0.9285575,0.004851159,0.01092586,0.002683877,0.0004160093,0.00009779594,0.00006084461,0.0002338979,0.05217315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05191589,"threshold_uncertainty_score":0.1032274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1484753796","doi":"10.4000/edc.651","title":"« Scribe, dé-scription, description : ce que la sociologie de la traduction fait au terrain. À propos d’un dispositif muséographique »","year":2002,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Gaëlle Crenn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06192200335431955,"gpt":0.2944535488465023,"spread":0.2325315454921828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006402329,0.0009156914,0.0005610494,0.002720305,0.00962934,0.01208811,0.001659092,0.002842597,0.008650489],"category_scores_gemma":[0.01190899,0.0004918718,0.0005760888,0.002502466,0.06214312,0.01352433,0.007369847,0.005088624,0.00178453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005967441,"about_ca_system_score_gemma":0.006507345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031135,"about_ca_topic_score_gemma":0.0104471,"domain_scores_codex":[0.9913349,0.005877661,0.0002304922,0.0007832921,0.00144088,0.0003327861],"domain_scores_gemma":[0.9942274,0.003324746,0.000522705,0.0009367532,0.0006007474,0.0003875699],"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":[0.00001844706,0.000005884076,0.0003636543,0.0001455016,0.000005905399,0.0001999625,0.14421,0.0001228563,0.0006296224,0.8413883,0.003409409,0.009500332],"study_design_scores_gemma":[0.00001610715,0.00004935282,0.0009986925,0.000619604,0.00001701818,0.0007616369,0.0960072,0.0004343982,0.001812461,0.2389532,0.6602816,0.00004873878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06939903,0.01975486,0.1716281,0.04257977,0.00307528,0.0003459247,0.0004075215,0.0004081395,0.6924013],"genre_scores_gemma":[0.8319888,0.007930035,0.02813454,0.003315728,0.0008902714,0.0004149071,0.0002194858,0.0006527372,0.1264536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01208811,"threshold_uncertainty_score":0.04329699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1558347321","doi":"10.4000/edc.1138","title":"Le « carnet de santé 1996 » : autopsie d’un support de communication mort-né","year":2001,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Olivier Chantraine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03565051789904609,"gpt":0.3149578555134259,"spread":0.2793073376143798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01174709,0.0005926252,0.0003926359,0.002948608,0.01447257,0.007114598,0.0009311657,0.003412364,0.01049289],"category_scores_gemma":[0.02565697,0.0006691859,0.0003718713,0.00392784,0.01248294,0.005639467,0.006208757,0.006360939,0.001478662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208376,"about_ca_system_score_gemma":0.01880876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07252131,"about_ca_topic_score_gemma":0.09700333,"domain_scores_codex":[0.9895419,0.005272666,0.0004276879,0.0007958595,0.002886844,0.001074963],"domain_scores_gemma":[0.9767924,0.01587009,0.001656298,0.001659454,0.002602541,0.001419303],"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":[0.0001263965,0.00003199494,0.002536003,0.0002966445,0.00001191633,0.001511181,0.5980066,0.0001327143,0.001465379,0.3027473,0.04137671,0.05175717],"study_design_scores_gemma":[0.000008275035,0.0000238719,0.002977614,0.0002700433,0.000004236701,0.000245824,0.0512286,0.00006932032,0.000562285,0.004057258,0.940533,0.00001964879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2712607,0.01506833,0.01190192,0.1761535,0.00422859,0.00043587,0.001413376,0.0001967881,0.5193409],"genre_scores_gemma":[0.8118913,0.005861945,0.00389329,0.008753932,0.0007537087,0.0003843234,0.0005200391,0.0002309098,0.1677106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07252131,"threshold_uncertainty_score":0.1511881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995359462","doi":"10.4000/edc.9014","title":"Da Sylva Lyne, Cuxac Pascal : Analyse et exploitation des bibliothèques numériques","year":2019,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Pascal (unit); Art; Suite; Library science; Physics; Geography; Computer science; Archaeology","authors":[{"name":"Florence Thiault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2449740723279119,"gpt":0.3741981483723322,"spread":0.1292240760444203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005116804,0.0006936259,0.0006913283,0.007951231,0.003468978,0.00978839,0.001067331,0.001479301,0.01932871],"category_scores_gemma":[0.02636103,0.0005615111,0.0005777651,0.01295482,0.003290863,0.007307864,0.002653513,0.001880147,0.004100957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271191,"about_ca_system_score_gemma":0.01485598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1884414,"about_ca_topic_score_gemma":0.1750265,"domain_scores_codex":[0.9937699,0.001762953,0.0002334884,0.0008833627,0.003071992,0.0002782451],"domain_scores_gemma":[0.9887294,0.005197912,0.000807723,0.0007941069,0.004061818,0.0004090352],"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":[0.00008461872,0.00003733565,0.004603302,0.000928715,0.00006994542,0.0001862444,0.006583903,0.001869833,0.0008414767,0.4463557,0.2899774,0.2484614],"study_design_scores_gemma":[0.00001230412,0.000009573994,0.0078755,0.0004350577,0.00002429111,0.000172919,0.001246481,0.001800788,0.0008667351,0.03934027,0.9481602,0.00005599263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03498999,0.2429272,0.100306,0.19578,0.008700885,0.0003338772,0.00681662,0.001808159,0.4083373],"genre_scores_gemma":[0.3448729,0.1620502,0.1025277,0.006924096,0.005373287,0.0008513275,0.00490994,0.002971194,0.3695194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9902116,"threshold_uncertainty_score":0.3746891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311105737","doi":"10.4000/edc.15022","title":"Fanfictions audiovisuelles d’Harry Potter : co-création et espaces blancs","year":2022,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","authors":[{"name":"Mélanie Millette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03890939211461481,"gpt":0.3503441636394117,"spread":0.3114347715247969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003426836,0.0005839385,0.0003366566,0.001584042,0.008599255,0.007478312,0.000722024,0.001846843,0.009730792],"category_scores_gemma":[0.0097994,0.0002694886,0.0002938467,0.0009175757,0.01365906,0.005084754,0.002712228,0.003823868,0.0008112801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307034,"about_ca_system_score_gemma":0.001730062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432772,"about_ca_topic_score_gemma":0.01486431,"domain_scores_codex":[0.9969411,0.001889664,0.00003698823,0.0003342369,0.0004970296,0.0003009545],"domain_scores_gemma":[0.994078,0.004081536,0.0004080269,0.000270454,0.0005984232,0.00056348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001739909,0.0001158601,0.004651306,0.0002509212,0.00002129748,0.001560819,0.4680372,0.0002195656,0.001122991,0.3872437,0.06807917,0.06852307],"study_design_scores_gemma":[0.0000442612,0.0001079303,0.007198508,0.0006380384,0.000024676,0.001497261,0.2008153,0.0007217684,0.001413425,0.04169229,0.7457744,0.00007211134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.427177,0.0145991,0.007169307,0.08892743,0.00403157,0.0001025681,0.00008299372,0.0001516507,0.4577584],"genre_scores_gemma":[0.9263052,0.00209963,0.0008406704,0.002470539,0.000478212,0.00004553521,0.00001733783,0.00007393815,0.06766898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009730792,"threshold_uncertainty_score":0.03255272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994911114","doi":"10.4000/edc.9030","title":"Martel Guylaine : Incarner la politique. La construction de l’image médiatique des femmes et des hommes politiques au Québec","year":2019,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Marie Berthoud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1541726666731056,"gpt":0.4459149081343883,"spread":0.2917422414612827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656698,0.000501051,0.0002255329,0.001184279,0.01434119,0.005170039,0.0008580482,0.003626298,0.0102921],"category_scores_gemma":[0.003031064,0.0003307765,0.000274815,0.001190017,0.010812,0.003602417,0.002205232,0.004660279,0.0009595265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02645044,"about_ca_system_score_gemma":0.02180069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838974,"about_ca_topic_score_gemma":0.9330558,"domain_scores_codex":[0.998473,0.0005723757,0.00002403118,0.0001535278,0.0004074078,0.0003696597],"domain_scores_gemma":[0.9982614,0.0005776619,0.0001372289,0.00005347446,0.0005822939,0.0003880289],"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":[0.00006749066,0.00004011859,0.007039633,0.0003084917,0.00002297932,0.0006540794,0.2400282,0.0001776152,0.0008432242,0.2496499,0.4208292,0.08033908],"study_design_scores_gemma":[0.000008375717,0.00001728153,0.01547054,0.0006973401,0.00001267878,0.0002102865,0.07237207,0.0001377347,0.000469694,0.008989806,0.9015539,0.00006043194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05229154,0.1067696,0.001970013,0.6035622,0.006148621,0.00006889077,0.0004927411,0.00009742862,0.228599],"genre_scores_gemma":[0.6394984,0.03351043,0.002138501,0.05472301,0.001064221,0.00008975813,0.0001768416,0.0001685615,0.2686303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1161026,"threshold_uncertainty_score":0.2335726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507012030","doi":"10.4000/edc.2184","title":"Claude Patriat : Pas de Grenelle pour Valois","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Labour, Employment and Social Solidarity; Université du Québec à Montréal","funders":"","keywords":"Art; Philosophy","authors":[{"name":"Nathalie Casemajor-Loustau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05866730302050401,"gpt":0.3064109722083695,"spread":0.2477436691878655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003745958,0.0006753008,0.0005565043,0.001015688,0.007914945,0.009591121,0.0008701978,0.004481121,0.01125175],"category_scores_gemma":[0.01202903,0.0003648717,0.0003980816,0.001341217,0.01162198,0.007406239,0.003246579,0.007804689,0.002504161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057784,"about_ca_system_score_gemma":0.003623121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517813,"about_ca_topic_score_gemma":0.01025638,"domain_scores_codex":[0.9964147,0.002071487,0.00004665017,0.0004939227,0.0006335001,0.0003397265],"domain_scores_gemma":[0.9962834,0.001890005,0.0003765544,0.0003326297,0.0006528107,0.0004645675],"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":[0.0001194576,0.00003968325,0.002312629,0.0002256791,0.00003537036,0.0008055579,0.07682049,0.0001671763,0.0006808969,0.6980268,0.1623797,0.0583865],"study_design_scores_gemma":[0.00001075985,0.00003485136,0.001647017,0.0002403183,0.000009452802,0.0005311369,0.01002367,0.0001559373,0.0002688595,0.03365755,0.9533929,0.000027511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03892495,0.0611719,0.005790525,0.6944209,0.004263295,0.00003584013,0.00007621972,0.0002282954,0.1950881],"genre_scores_gemma":[0.6782779,0.02144076,0.002907862,0.0595374,0.003986177,0.0001312283,0.00004395051,0.0004088062,0.2332659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01517813,"threshold_uncertainty_score":0.03764087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151513340","doi":"10.4000/edc.2631","title":"Un assistant de mémoire pour les très petits projets d’ingénierie du logiciel","year":2011,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Humanities; Art; Library science; Political science; Computer science","authors":[{"name":"Vincent Ribaud","is_ca":false},{"name":"Philippe Saliou","is_ca":false},{"name":"Claude Y. Laporte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09705860379421288,"gpt":0.2850202609912373,"spread":0.1879616571970245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007491309,0.001513272,0.0008899685,0.002462264,0.002083134,0.005550696,0.001590312,0.002456163,0.02589824],"category_scores_gemma":[0.02235687,0.0008109601,0.0009924453,0.001313039,0.00108197,0.006224276,0.00297496,0.001835107,0.01655257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081106,"about_ca_system_score_gemma":0.004104065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791177,"about_ca_topic_score_gemma":0.004769762,"domain_scores_codex":[0.9955076,0.001610036,0.0003889678,0.001078427,0.001189036,0.0002259409],"domain_scores_gemma":[0.9834529,0.00672284,0.0009299021,0.002930862,0.004945401,0.001018082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001007193,0.0005452826,0.005306419,0.001830932,0.0001050923,0.001133432,0.01591506,0.00290651,0.05330186,0.03072962,0.03904042,0.8481782],"study_design_scores_gemma":[0.0001927964,0.0006453033,0.00415072,0.000558696,0.0002332526,0.002642266,0.005588684,0.03935503,0.06164452,0.01113242,0.8736535,0.0002028819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02923146,0.0007940599,0.9098055,0.002876206,0.001058548,0.0006890621,0.0005680977,0.02469568,0.03028133],"genre_scores_gemma":[0.07210004,0.0006339711,0.8760842,0.0005052018,0.0002417103,0.0003435565,0.0009255066,0.001235893,0.04792985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02589824,"threshold_uncertainty_score":0.08663827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298395085","doi":"10.4000/edc.14660","title":"Fantin, E., Fevry, S. et Niemeyer, K. (dir.) (2021). Nostalgies contemporaines. Médias, cultures et technologies","year":2022,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"David Vandiedonck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03437443880306512,"gpt":0.3526100940433013,"spread":0.3182356552402362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004044874,0.0009633803,0.000694943,0.001898558,0.005085583,0.007549828,0.0009064017,0.004201699,0.03567652],"category_scores_gemma":[0.008032226,0.0006896572,0.0004291229,0.002718273,0.003413463,0.007216854,0.003317122,0.008324454,0.01836016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006960555,"about_ca_system_score_gemma":0.008567969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.125239,"about_ca_topic_score_gemma":0.2138598,"domain_scores_codex":[0.9969289,0.000994191,0.0001449557,0.0003361179,0.001169331,0.0004265991],"domain_scores_gemma":[0.9963077,0.0009951827,0.0003744391,0.0001169646,0.001304197,0.0009014143],"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":[0.0000283845,0.000007469408,0.0006925117,0.0002767788,0.000007851946,0.00007160622,0.002966335,0.00001729621,0.0001359913,0.0110676,0.8963517,0.08837635],"study_design_scores_gemma":[0.00000259161,0.000005663679,0.001167446,0.0003449349,0.000003276886,0.00009672379,0.001831504,0.000008490043,0.00005887349,0.001103236,0.9953686,0.000008612211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001149409,0.6138713,0.0009492915,0.3124859,0.03696298,0.00002923023,0.0007145586,0.000106129,0.03373111],"genre_scores_gemma":[0.03832227,0.5461632,0.003543947,0.05668299,0.01462446,0.0001377851,0.001536441,0.000476623,0.3385123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.125239,"threshold_uncertainty_score":0.2490202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143940827","doi":"","title":"The research data management ecosystem and information professionals: An overview of the issues, methodology and proposed solutions of a Canadian survey","year":2019,"lang":"en","type":"article","venue":"Etudes de communication/Études de communication","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate governance; Information governance; Knowledge management; Data sharing; Data management; Information management; Engineering ethics; Management science; Political science; Sociology; Information system; Public relations; Data science; Computer science; Management information systems; Business; Engineering","authors":[{"name":"Lyne Da Sylva","is_ca":false},{"name":"Dominique Maurel","is_ca":false},{"name":"Marc De Bruyère","is_ca":false},{"name":"Marielle Saint-Germain","is_ca":false},{"name":"Geneviève Gareau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6597262250768692,"gpt":0.5197567300450028,"spread":0.1399694950318664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.09714981,0.0009568343,0.001323469,0.02232789,0.01448982,0.02017201,0.0030882,0.003121262,0.004411384],"category_scores_gemma":[0.06215799,0.001686784,0.0007583097,0.0452282,0.0155321,0.01245735,0.007133425,0.003139021,0.000542094],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1383081,"about_ca_system_score_gemma":0.2209826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8284352,"about_ca_topic_score_gemma":0.8727101,"domain_scores_codex":[0.9345086,0.04430405,0.004131241,0.003109641,0.009593704,0.004352739],"domain_scores_gemma":[0.939293,0.03313402,0.002988522,0.003044437,0.01745701,0.004082872],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008125706,0.0001621083,0.04151248,0.003605245,0.00004206553,0.0004719996,0.09790141,0.0009629682,0.001155161,0.57204,0.01628821,0.265777],"study_design_scores_gemma":[0.00005293589,0.0001722095,0.06605276,0.008880232,0.0001111574,0.0006103971,0.3256751,0.008105733,0.001796899,0.1031436,0.4850935,0.0003055342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1466241,0.06233627,0.377137,0.2377492,0.001258454,0.01191905,0.004377457,0.0006857797,0.1579126],"genre_scores_gemma":[0.4918101,0.05402702,0.3971756,0.01252896,0.0002672766,0.008208694,0.001508829,0.0002508834,0.03422257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9969118,"threshold_uncertainty_score":0.9994404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2240416804","doi":"10.4000/edc.2220","title":"Gunter Barrie, Rowlands Ian & Nicholas David : The Google Generation. Are ICT innovations changing information-seeking behaviour?Connaway Lynn S. & Dickey Timothy J. : The Digital Information Seeker. Report of Findings from Selected OCLC, RIN and JISC User Behaviour Projects","year":2010,"lang":"en","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Computer science; World Wide Web","authors":[{"name":"Joachim Schöpfel","is_ca":false},{"name":"Chérifa Boukacem‐Zeghmouri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0646166495186871,"gpt":0.2838052230376858,"spread":0.2191885735189987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243061,0.0006081918,0.0004069426,0.00430769,0.004313406,0.006113636,0.001360234,0.003032509,0.05886441],"category_scores_gemma":[0.009329397,0.0005056652,0.000303887,0.005915153,0.002853185,0.01150716,0.002623696,0.001891717,0.01299361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003845867,"about_ca_system_score_gemma":0.004226208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.132237,"about_ca_topic_score_gemma":0.2393901,"domain_scores_codex":[0.9988292,0.0002951295,0.00004228114,0.000123691,0.0005693129,0.0001404734],"domain_scores_gemma":[0.9953689,0.001694649,0.0003981164,0.0002355275,0.001568919,0.0007338994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005450367,0.00002544462,0.003569158,0.0003666194,0.000008910743,0.0001931892,0.01015965,0.00005712976,0.0002809222,0.02033176,0.8466229,0.1183299],"study_design_scores_gemma":[0.00001653522,0.00002474723,0.01162993,0.0009964664,0.00002866205,0.0002203903,0.0251818,0.00009664035,0.0008131146,0.008973301,0.9519556,0.00006280663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02652104,0.1705614,0.006081738,0.5174531,0.005391968,0.0002725095,0.004871458,0.0006003204,0.2682464],"genre_scores_gemma":[0.1947947,0.1639176,0.005644695,0.04373404,0.001205854,0.000275868,0.002430167,0.0007297464,0.5872674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.132237,"threshold_uncertainty_score":0.2629347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996038745","doi":"10.4000/edc.8615","title":"Écosystème de la gestion de données de recherche et professionnels de l’information : présentation des enjeux, de la méthodologie et des solutions préconisées d’une enquête canadienne","year":2019,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","authors":[{"name":"Lyne Da Sylva","is_ca":true},{"name":"Dominique Maurel","is_ca":true},{"name":"Marc Bruyère","is_ca":true},{"name":"Marielle Saint-Germain","is_ca":true},{"name":"Geneviève Gareau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4720593488124794,"gpt":0.472508399266704,"spread":0.0004490504542246088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05732909,0.001234795,0.001329143,0.007276901,0.006658427,0.02847144,0.003607087,0.005821328,0.01036173],"category_scores_gemma":[0.07063111,0.001471931,0.002745531,0.01197649,0.01229181,0.02007298,0.0125305,0.005817433,0.002232304],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205783,"about_ca_system_score_gemma":0.02315632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01852907,"about_ca_topic_score_gemma":0.01853785,"domain_scores_codex":[0.9275613,0.04975602,0.004462553,0.004923793,0.01170576,0.001590522],"domain_scores_gemma":[0.9108273,0.0614768,0.003650147,0.01009751,0.01224804,0.001700248],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001538807,0.0001607127,0.006552619,0.003089564,0.0001740659,0.0008977933,0.0946079,0.002638138,0.003020497,0.7221203,0.007524562,0.1590599],"study_design_scores_gemma":[0.00008116113,0.0002134743,0.005529664,0.004489431,0.000181218,0.001515963,0.07913156,0.01142282,0.004334749,0.2975574,0.5952845,0.0002581012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04980385,0.01191636,0.76487,0.06641658,0.001609,0.002055257,0.0009178662,0.000919679,0.1014914],"genre_scores_gemma":[0.2924224,0.009501827,0.6499099,0.003115948,0.0004326478,0.002913625,0.0008420789,0.0005799226,0.0402817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9879422,"threshold_uncertainty_score":0.3031888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1712495392","doi":"10.4000/edc.95","title":"Ville, « pays », région, coopération et initiatives des territoires des sociétés de l’information","year":2003,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Michel Briand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07993069827089817,"gpt":0.346888352761615,"spread":0.2669576544907168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279321,0.0004418675,0.0003358678,0.002057609,0.004407485,0.01116695,0.0009563445,0.001134035,0.01818318],"category_scores_gemma":[0.004016004,0.0003308185,0.0003507182,0.00382635,0.007574531,0.005170851,0.004026666,0.001453934,0.001981873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007548962,"about_ca_system_score_gemma":0.007014077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06082508,"about_ca_topic_score_gemma":0.08109844,"domain_scores_codex":[0.9975514,0.001309923,0.00008495247,0.0003384467,0.0004422077,0.000273097],"domain_scores_gemma":[0.9977667,0.0008376551,0.0002700647,0.000263186,0.0004934912,0.0003688761],"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":[0.00004846611,0.00003705296,0.0138697,0.0004763812,0.00003897705,0.0006186585,0.08159563,0.0008577288,0.0009081727,0.8309455,0.00892386,0.06167985],"study_design_scores_gemma":[0.00001131716,0.0000886819,0.03387591,0.0007019951,0.00004477675,0.0007118025,0.09520266,0.0004701533,0.0005552248,0.03432498,0.8339624,0.00005008726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1644343,0.009647148,0.02601011,0.0163339,0.0004779019,0.0002027906,0.0008497278,0.0004103378,0.7816337],"genre_scores_gemma":[0.8924994,0.004722771,0.008966746,0.0008248921,0.00007390595,0.0001624661,0.0003488618,0.000119612,0.09228136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06082508,"threshold_uncertainty_score":0.1209421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128537148","doi":"10.4000/15nvg","title":"Doctorow, C. (2025). Le Rapt d’Internet. Manuel de déconstruction des Big Tech ou comment récupérer les moyens de production numérique","year":2025,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mains electricity; Context (archaeology); High tech; Period (music)","authors":[{"name":"Evelyn Campos Acosta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1848497609088015,"gpt":0.3380376444891348,"spread":0.1531878835803333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001568971,0.0004946758,0.0002604398,0.00152555,0.004967602,0.006826622,0.0006396126,0.006999181,0.02628455],"category_scores_gemma":[0.005090729,0.0004484579,0.0003555039,0.002195249,0.003920713,0.008397537,0.002244321,0.006389847,0.01226922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004697998,"about_ca_system_score_gemma":0.006314966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03989714,"about_ca_topic_score_gemma":0.07010218,"domain_scores_codex":[0.998928,0.0002056108,0.00007569526,0.0001685621,0.0004559334,0.0001661535],"domain_scores_gemma":[0.99771,0.0006912177,0.0002759566,0.0001172535,0.0007626808,0.0004428476],"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":[0.00004116241,0.00000949381,0.0005811774,0.0001126359,0.00000465481,0.00006622868,0.002360016,0.00003071471,0.0001054863,0.06811765,0.8798325,0.04873823],"study_design_scores_gemma":[0.000007358622,0.000004678567,0.001339106,0.0002745974,0.000004759845,0.00004695483,0.001088804,0.00001205886,0.0001174735,0.007235854,0.9898602,0.000008179518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002776365,0.1711899,0.002431328,0.571252,0.02290109,0.00004357555,0.002160051,0.0001713446,0.2270744],"genre_scores_gemma":[0.1138026,0.1142461,0.004376444,0.1443698,0.007733122,0.0002841328,0.001301281,0.0004278751,0.6134586],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9950324,"threshold_uncertainty_score":0.08793056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038322768","doi":"10.4000/edc.1181","title":"Normes et écriture de l’organisation","year":2010,"lang":"fr","type":"paratext","venue":"Etudes de communication/Études de communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Art","authors":[{"name":"Patrice de La Broise","is_ca":false},{"name":"Sylvie Grosjean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03958164753049231,"gpt":0.322776618386129,"spread":0.2831949708556367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01740161,0.0006867353,0.000754153,0.002880172,0.006352391,0.01769295,0.001867198,0.003807078,0.00711157],"category_scores_gemma":[0.02139078,0.0004359829,0.000658936,0.002934377,0.0442377,0.01424256,0.005810396,0.004643838,0.001892072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002004,"about_ca_system_score_gemma":0.01175435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422212,"about_ca_topic_score_gemma":0.007919769,"domain_scores_codex":[0.9666509,0.01903479,0.001806194,0.003428251,0.007340445,0.001739459],"domain_scores_gemma":[0.9763262,0.01066964,0.002794696,0.0036391,0.005035425,0.001535025],"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":[0.00001051626,0.000007562289,0.0003968673,0.00005787444,0.000005209777,0.00004888589,0.007285165,0.0001946276,0.0001216923,0.9835935,0.001822406,0.00645572],"study_design_scores_gemma":[0.00001774946,0.00003739496,0.001429408,0.0004020445,0.00001086009,0.0001773469,0.01074722,0.0007817321,0.0004553085,0.6306307,0.3552645,0.0000456719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0561799,0.009126899,0.1181447,0.0607599,0.001669526,0.0002567473,0.0004036532,0.0003064516,0.7531521],"genre_scores_gemma":[0.866928,0.006420417,0.0359043,0.003942431,0.0008504215,0.0005795448,0.0003602488,0.0002365038,0.08477805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01769295,"threshold_uncertainty_score":0.09202957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382404536","doi":"10.4000/edc.15661","title":"État de l’éducation, de la recherche et des pratiques professionnelles reliées à la veille au Canada et aux États-Unis","year":2023,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"France Bouthillier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2342052132130405,"gpt":0.4308574517844099,"spread":0.1966522385713694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01571793,0.0007061256,0.0008775272,0.003854968,0.02011311,0.01789145,0.002164015,0.005504829,0.02046533],"category_scores_gemma":[0.02350251,0.0006352043,0.0007273143,0.006915064,0.02420921,0.007250075,0.006567652,0.009676442,0.002082876],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1213941,"about_ca_system_score_gemma":0.2979023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.941411,"about_ca_topic_score_gemma":0.9528751,"domain_scores_codex":[0.9753495,0.006290366,0.0006308337,0.002073795,0.009892134,0.005763313],"domain_scores_gemma":[0.9495815,0.01412723,0.002782676,0.002843039,0.02114389,0.009521686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001697181,0.0001306524,0.007992546,0.0008341798,0.00007272137,0.0004169791,0.04576324,0.001030722,0.001808484,0.666586,0.07731932,0.1978755],"study_design_scores_gemma":[0.00002202652,0.00004494452,0.01885794,0.00108164,0.00002640513,0.0001744807,0.02210018,0.0004516669,0.0009864175,0.02002368,0.936136,0.00009460071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07725714,0.07403308,0.01504315,0.4360321,0.003277666,0.000183144,0.001036165,0.0004269024,0.3927107],"genre_scores_gemma":[0.617886,0.05180074,0.0141226,0.03252467,0.001331052,0.0002289664,0.0006944755,0.0002788896,0.2811326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9821085,"threshold_uncertainty_score":0.88078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230005731","doi":"10.4000/edc.922","title":"Introduction","year":2009,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Nathalie Casemajor Loustau","is_ca":true},{"name":"Romain Huët","is_ca":false},{"name":"Jean-Pierre Machart","is_ca":false},{"name":"Sandy Montañola","is_ca":false},{"name":"Tiphaine Zetlaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04800227150553404,"gpt":0.3104612304270052,"spread":0.2624589589214711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003113063,0.0008452861,0.0006382965,0.00179691,0.003045589,0.007161389,0.002436079,0.002991789,0.3289995],"category_scores_gemma":[0.0100372,0.0003365032,0.0008316546,0.002193956,0.001921595,0.004350387,0.004521451,0.002695889,0.1633254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255888,"about_ca_system_score_gemma":0.005724553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939751,"about_ca_topic_score_gemma":0.00672606,"domain_scores_codex":[0.9963908,0.0007324386,0.0002075187,0.000921479,0.00131753,0.0004303211],"domain_scores_gemma":[0.9961469,0.0007624466,0.0002069338,0.0006541484,0.00166656,0.0005629294],"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":[0.0001777248,0.0001300244,0.002409762,0.0007445103,0.00002050384,0.0003497626,0.00405924,0.0001986661,0.0007486877,0.1486978,0.5420814,0.300382],"study_design_scores_gemma":[0.000006839332,0.00002232518,0.0008549129,0.0002460833,0.000004860128,0.0001370619,0.0007893027,0.00004636424,0.0001760091,0.006548422,0.9911587,0.000009123124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.005404658,0.004719624,0.01353728,0.01682184,0.007073666,0.0005834411,0.005592887,0.001163892,0.9451028],"genre_scores_gemma":[0.05205695,0.005821029,0.01557751,0.01262303,0.002143341,0.0009569566,0.007270311,0.000925941,0.9026249],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3289995,"threshold_uncertainty_score":0.9571008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1535343136","doi":"10.4000/edc.411","title":"Serge Proulx, Françoise Massit-Follea et Bernard Conein (sous la direction de) : Internet, une utopie limitée. Nouvelles régulations, nouvelles solidarités,","year":2006,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology; Philosophy","authors":[{"name":"Élisabeth Fichez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0240433244505427,"gpt":0.3080551590206935,"spread":0.2840118345701508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003492265,0.000791254,0.0006066826,0.001634036,0.003999691,0.0107414,0.001551306,0.007690911,0.01080154],"category_scores_gemma":[0.01108864,0.0003978894,0.0004544946,0.00251052,0.004587137,0.01486505,0.002947774,0.009314953,0.002491876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265206,"about_ca_system_score_gemma":0.003117505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035153,"about_ca_topic_score_gemma":0.01854282,"domain_scores_codex":[0.9971193,0.001085971,0.00009961402,0.0005031102,0.0009408864,0.0002510712],"domain_scores_gemma":[0.9936765,0.004098075,0.000578905,0.0001694034,0.001002557,0.0004745662],"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":[0.0001733487,0.00005940993,0.002004916,0.0006910567,0.00004352587,0.0003825566,0.02656924,0.0002713235,0.0006186814,0.3350274,0.5867816,0.04737698],"study_design_scores_gemma":[0.00002497464,0.0000225538,0.002177881,0.0006193934,0.00002239793,0.0002539718,0.007298698,0.0003252907,0.0008774811,0.05028527,0.9380335,0.00005858848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007967263,0.1200959,0.005423905,0.8254265,0.009193884,0.00004233649,0.0003066556,0.0001250006,0.03141862],"genre_scores_gemma":[0.2612884,0.1850564,0.01211217,0.3089914,0.01776553,0.0002843922,0.0004030945,0.0006018656,0.2134968],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02035153,"threshold_uncertainty_score":0.04046613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311185571","doi":"10.4000/edc.15343","title":"Controverse Blitzchung : étude de l’activisme fan au sein d’une communauté de joueurs de jeux vidéo","year":2022,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Maude Bonenfant","is_ca":true},{"name":"Patrick Deslauriers","is_ca":true},{"name":"Jérémie Pelletier-Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0530975312019341,"gpt":0.3240417995976697,"spread":0.2709442683957356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007637333,0.0004611661,0.0003763364,0.002035743,0.01400508,0.01003743,0.001054965,0.002474715,0.008538387],"category_scores_gemma":[0.01048979,0.0003681701,0.0003196013,0.001979741,0.01725894,0.005868965,0.004639804,0.005003058,0.000619016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01244329,"about_ca_system_score_gemma":0.009858388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0784396,"about_ca_topic_score_gemma":0.0911612,"domain_scores_codex":[0.9934353,0.003334383,0.0001853469,0.0008324981,0.001038202,0.001174339],"domain_scores_gemma":[0.9890574,0.00663889,0.001194052,0.0004927072,0.001479523,0.001137544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009222971,0.00006939088,0.01616051,0.0002798256,0.00002805164,0.0008035145,0.7605997,0.00007285082,0.0005870856,0.1687375,0.01450615,0.03806316],"study_design_scores_gemma":[0.00001673928,0.00009818913,0.03632522,0.0008169044,0.0000266192,0.0004167059,0.520694,0.000201218,0.0006538677,0.007868011,0.4328106,0.00007197035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654948,0.0137335,0.002693193,0.07597721,0.002511425,0.0001083619,0.0001345623,0.00004581745,0.249848],"genre_scores_gemma":[0.9587055,0.002614277,0.0002658257,0.003872423,0.0004354727,0.00006212143,0.00003651865,0.00003396214,0.03397402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0784396,"threshold_uncertainty_score":0.155966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}