{"id":"W2583679407","doi":"10.4000/studifrancesi.3899","title":"Hédi Bouraoui, Paris berbère","year":2012,"lang":"fr","type":"article","venue":"Studi Francesi","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003332004,0.0003981365,0.0005662817,0.00005898959,0.001109932,0.0002474878,0.0002804702,0.0001384037,0.01375687],"category_scores_gemma":[0.000193454,0.0003121405,0.0003459383,0.0001195868,0.0006720026,0.0002980387,0.0001348123,0.000360795,0.003241474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052793,"about_ca_system_score_gemma":0.00002551518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00922024,"about_ca_topic_score_gemma":0.002268273,"domain_scores_codex":[0.9976469,0.0001146661,0.0004884743,0.0003509489,0.0004179695,0.0009810411],"domain_scores_gemma":[0.9987127,0.0001199551,0.0002206869,0.0003753204,0.0003197317,0.0002516637],"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":[0.00002567229,0.0007271192,0.03143148,0.0004083399,0.001417139,0.00005372922,0.1088929,0.00001853016,0.00001188034,0.5831851,0.2545014,0.01932674],"study_design_scores_gemma":[0.0003082606,0.00005611942,0.004176685,0.0001007331,0.0006340677,0.000004193496,0.01330008,0.0000260722,0.00004078641,0.00151739,0.9793488,0.000486821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03585019,0.3693392,0.0001228788,0.008050025,0.01699623,0.0003706721,0.0004244521,0.0001893044,0.5686571],"genre_scores_gemma":[0.6743409,0.001737152,0.0001842464,0.0007611949,0.01838614,0.00002280926,0.00003064951,0.00003472589,0.3045022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7248474,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957704912262825,"score_gpt":0.2507763074781686,"score_spread":0.2311992583555404,"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."}}