{"id":"W4388726173","doi":"10.4000/rief.10549","title":"Un type de roman genré ?","year":2023,"lang":"fr","type":"article","venue":"Revue italienne d’études françaises","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Historical Studies in Education","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002359415,0.0002475923,0.00031789,0.0001406864,0.001003831,0.0000788052,0.0004797725,0.0003670711,0.0008237158],"category_scores_gemma":[0.001373729,0.0002938985,0.0001804957,0.001524456,0.001502868,0.0003059251,0.00006264554,0.0002783733,0.001469096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612862,"about_ca_system_score_gemma":0.0004373876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009925856,"about_ca_topic_score_gemma":0.0006358511,"domain_scores_codex":[0.9975657,0.0004964558,0.0003828089,0.0004594251,0.000242382,0.0008532163],"domain_scores_gemma":[0.9974578,0.001601079,0.000157302,0.0002964302,0.0002179122,0.0002694475],"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":[0.000004090414,0.0001886393,0.01346639,0.0001587068,0.0001231796,0.00001565003,0.05961125,0.0001039515,0.0001883209,0.9094756,0.009278242,0.007385956],"study_design_scores_gemma":[0.0002322702,0.0001281937,0.03135392,0.0002239336,0.0001188504,0.00001734172,0.06709074,0.0001578954,0.00005606777,0.01136659,0.8887988,0.0004553889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841257,0.008804563,0.00005726704,0.04359061,0.007196686,0.0003137123,0.00003581508,0.0003989217,0.09834536],"genre_scores_gemma":[0.9659957,0.006643972,0.00135454,0.0006369036,0.006075706,0.00004444338,0.0001350676,0.00005075884,0.01906286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.898109,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153684578119224,"score_gpt":0.4017896587296596,"score_spread":0.2481050806104356,"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."}}