{"id":"W84428008","doi":"10.26522/vp.v9i1.607","title":"L’Allier, Louis. Les cendres de l’Etna","year":2012,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003588103,0.0002331961,0.000237781,0.00003331546,0.00143721,0.00008736362,0.000296965,0.0002458704,0.00260976],"category_scores_gemma":[0.0001810059,0.0001977525,0.0001949377,0.0003374504,0.001062013,0.0003762927,0.0001512618,0.0002303905,0.001966579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416137,"about_ca_system_score_gemma":0.00006076185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027556,"about_ca_topic_score_gemma":0.00173042,"domain_scores_codex":[0.9979774,0.0001857891,0.0002168225,0.0002257896,0.0003825032,0.001011727],"domain_scores_gemma":[0.9991072,0.0001727723,0.00009721475,0.0001189925,0.00008320603,0.0004205948],"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":[0.00001420855,0.000349109,0.009013176,0.00004598344,0.0001133731,0.000009689309,0.0782781,0.000005763546,0.00004737056,0.6931111,0.1798785,0.03913366],"study_design_scores_gemma":[0.0001379648,0.00003802698,0.003356742,0.00004291588,0.00009282442,0.000002206834,0.009663423,0.000004014287,0.00007419259,0.00135305,0.9849382,0.0002964304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1083659,0.2488005,0.00007012448,0.0994303,0.009377684,0.0002916825,0.0001162812,0.0002256639,0.5333219],"genre_scores_gemma":[0.6741942,0.02037762,0.0005377457,0.0004689278,0.004121858,0.00001455818,0.000005233195,0.0000197055,0.3002602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8050597,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695010038946454,"score_gpt":0.2730397131923145,"score_spread":0.2260896128028499,"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."}}