{"id":"W1872308718","doi":"10.7202/1027139ar","title":"Présentation","year":2014,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001715496,0.0006952182,0.0003671786,0.0008210294,0.002215206,0.006764925,0.001074655,0.002591721,0.403486],"category_scores_gemma":[0.009160248,0.0001923736,0.0005326355,0.0005931151,0.001056149,0.00277253,0.003586217,0.003696926,0.145404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537026,"about_ca_system_score_gemma":0.003269613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945891,"about_ca_topic_score_gemma":0.002258323,"domain_scores_codex":[0.9987655,0.0002087404,0.00004147807,0.0002050788,0.0006059958,0.0001733185],"domain_scores_gemma":[0.9969687,0.0005048287,0.0001554362,0.0002441067,0.001384095,0.0007428417],"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":[0.00003735991,0.00001828306,0.00009498127,0.00006821895,0.000003321314,0.00008056529,0.00009497112,0.00003777352,0.0003051509,0.01305317,0.966015,0.02019107],"study_design_scores_gemma":[0.000008489606,0.000008190047,0.0001280899,0.0000593289,0.000002050664,0.00006589923,0.0001656634,0.00004667654,0.0002428086,0.003525734,0.9957427,0.000004310998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002065317,0.002713912,0.004131305,0.1664192,0.2420507,0.000258575,0.002419173,0.001151657,0.5787902],"genre_scores_gemma":[0.01418476,0.001365298,0.0007642845,0.01479744,0.03023943,0.0001590797,0.0008779223,0.0003768321,0.9372351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.596514,"threshold_uncertainty_score":0.8508549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3376262750469571,"score_gpt":0.4984591153006808,"score_spread":0.1608328402537237,"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."}}