{"id":"W4393970675","doi":"10.7202/1101772ar","title":"Présentation","year":2023,"lang":"fr","type":"article","venue":"Cygne noir","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001383359,0.0001161355,0.0001423506,0.0001343436,0.0003839751,0.000251003,0.00008941167,0.00005135508,0.008497842],"category_scores_gemma":[0.00007783272,0.0001140421,0.0001299151,0.0001249261,0.0001887235,0.00008528804,0.0000389638,0.00008215434,0.008443779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618732,"about_ca_system_score_gemma":0.00004321598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251598,"about_ca_topic_score_gemma":0.00055053,"domain_scores_codex":[0.9991587,0.00002713045,0.0001958224,0.0001782815,0.0001698951,0.0002702091],"domain_scores_gemma":[0.9995,0.00005892296,0.00006198949,0.0001723201,0.0001320892,0.00007469864],"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":[0.000002663014,0.00004254905,0.0001297561,0.00004943735,0.00006379151,0.00004044856,0.003411945,0.00008070846,0.00001208861,0.6285115,0.3643656,0.003289487],"study_design_scores_gemma":[0.0001536452,0.00003257182,0.0004435996,0.00004047579,0.0001894939,7.598391e-7,0.003538757,0.00296935,0.00005309595,0.01250555,0.9799174,0.0001552809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0312323,0.004217482,0.00004102026,0.02898552,0.01573818,0.0001290947,0.000241499,0.0001930337,0.9192219],"genre_scores_gemma":[0.3005534,0.0009214257,0.00003037037,0.0003534638,0.02229924,0.00001078936,0.0002385121,0.00002744031,0.6755654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.616006,"threshold_uncertainty_score":0.9924085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04959114004229935,"score_gpt":0.3150399692691945,"score_spread":0.2654488292268952,"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."}}