{"id":"W1528194773","doi":"10.7202/1012139ar","title":"Présentation","year":2012,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001170191,0.0007340183,0.0004861937,0.001121176,0.001994552,0.006229786,0.001202109,0.002296153,0.7774779],"category_scores_gemma":[0.004113133,0.0002255348,0.0006912734,0.0006121295,0.0006044023,0.001914102,0.00312118,0.002459805,0.5590823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497633,"about_ca_system_score_gemma":0.002292261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252862,"about_ca_topic_score_gemma":0.002595097,"domain_scores_codex":[0.9992101,0.000104579,0.00002840918,0.0001536291,0.0003648466,0.0001383593],"domain_scores_gemma":[0.9978908,0.0002013615,0.00007561298,0.0002092256,0.0008223001,0.0008006101],"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":[0.00005958389,0.00002968189,0.00008472811,0.00004916954,0.000003040159,0.00005969514,0.0000258821,0.00002960559,0.0002474783,0.00334279,0.9677696,0.02829892],"study_design_scores_gemma":[0.00001837359,0.00001316496,0.0001836314,0.00003396947,0.00000210351,0.00003433431,0.00006372399,0.00004150357,0.0001782683,0.001627452,0.9977997,0.000003707207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001090414,0.0009145845,0.001541825,0.02560099,0.07443488,0.0004733526,0.00337665,0.001058024,0.8915094],"genre_scores_gemma":[0.002229356,0.0002313304,0.0001946367,0.002288261,0.004029003,0.00009014954,0.000621225,0.0001431328,0.9901729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2225221,"threshold_uncertainty_score":0.3174008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.437985842669506,"score_gpt":0.5213090959364813,"score_spread":0.08332325326697532,"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."}}