{"id":"W1506525153","doi":"10.58282/acta.8093","title":"La Joie de vivre de Zola, ou du bonheur dans le pessimisme","year":2013,"lang":"fr","type":"article","venue":"Acta Fabula","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000237714,0.0003251979,0.0002634644,0.00005132839,0.0003298775,0.002817702,0.0008560038,0.0002636306,0.0002164248],"category_scores_gemma":[0.0001815614,0.0002642295,0.0001665271,0.0002899958,0.0002393761,0.004035636,0.000390943,0.0003407265,0.0006109513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730842,"about_ca_system_score_gemma":0.0003933122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008343494,"about_ca_topic_score_gemma":0.0002603193,"domain_scores_codex":[0.9978706,0.0001836521,0.0002983387,0.0004512678,0.000272097,0.0009240595],"domain_scores_gemma":[0.9982989,0.0001780821,0.0001240742,0.0005766249,0.0001612691,0.0006610623],"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":[0.00001626602,0.001175303,0.003660482,0.0001670583,0.0001429543,0.001300656,0.03660718,0.000264339,0.05493939,0.3327318,0.4762455,0.09274904],"study_design_scores_gemma":[0.0008221426,0.0002176752,0.07836521,0.0002503085,0.00003828627,0.001941407,0.0006251927,0.0326628,0.0081163,0.02546663,0.850632,0.0008620364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719767,0.001981592,0.01476353,0.04735257,0.001036965,0.0002950331,0.00001812552,0.00021178,0.2145735],"genre_scores_gemma":[0.9261513,0.0001643192,0.002526478,0.002875907,0.0003620721,0.00001320364,0.000006578034,0.00002798768,0.06787217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3743865,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09452166156985294,"score_gpt":0.2663793032396454,"score_spread":0.1718576416697925,"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."}}