{"id":"W4247815487","doi":"10.4000/communication.7033","title":"Romain BADOUARD et Clément MABI (dir.) (2016), « Controverses et communication »","year":2017,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002781569,0.0002599144,0.0004029094,0.00004486167,0.004868725,0.0006679258,0.002401283,0.0002874764,0.0005159748],"category_scores_gemma":[0.00114897,0.0002918652,0.0001914628,0.0001202456,0.003363855,0.001143657,0.001064753,0.0005567134,0.0003884748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007457728,"about_ca_system_score_gemma":0.0002568609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04597641,"about_ca_topic_score_gemma":0.03926783,"domain_scores_codex":[0.9959258,0.002441809,0.0004583689,0.0002782402,0.0004559847,0.0004398008],"domain_scores_gemma":[0.9949694,0.0008328826,0.0007735013,0.00298401,0.0002939456,0.0001462916],"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":[0.00001571507,0.0002513404,0.0008582338,0.00001948941,0.0001064542,7.78262e-7,0.01593681,0.000006400217,0.00002637922,0.6713124,0.2868421,0.02462389],"study_design_scores_gemma":[0.0007330361,0.00005120866,0.02591829,0.0003152248,0.00008704604,5.541086e-7,0.004265004,0.0001310238,0.0000127216,0.06089271,0.9072824,0.0003107856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003765184,0.348811,0.0003170519,0.1585682,0.001251805,0.0006491105,0.00005432903,0.0001081895,0.4864751],"genre_scores_gemma":[0.7713125,0.1828169,0.002002866,0.00232604,0.0001588612,0.00009031028,0.00008359495,0.00002682722,0.04118218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7675473,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740184891445343,"score_gpt":0.3473138572744446,"score_spread":0.2732953681299103,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}