{"id":"W1884015939","doi":"10.26522/vp.v11i1.939","title":"Bouraoui, Hédi. Paris berbère","year":2014,"lang":"fr","type":"article","venue":"Voix Plurielles","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":true,"about_ca":false,"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":[0.0003251716,0.0004498676,0.0004880256,0.0001124824,0.000983819,0.000619462,0.0003903528,0.0002288293,0.01334509],"category_scores_gemma":[0.0005301226,0.000362995,0.0004199244,0.0001040633,0.0007609917,0.000177009,0.0001621156,0.0003805686,0.003338809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007027427,"about_ca_system_score_gemma":0.00004283968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484693,"about_ca_topic_score_gemma":0.006778919,"domain_scores_codex":[0.997624,0.0001842262,0.0005821925,0.0005265392,0.0003915992,0.0006914683],"domain_scores_gemma":[0.9983085,0.0002930594,0.0002421501,0.0005556741,0.000349794,0.0002508565],"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":[0.00001763541,0.0001648406,0.0002808493,0.00016657,0.0003667452,0.00004236686,0.04029619,0.00008156506,0.00001716505,0.8223795,0.1291264,0.00706016],"study_design_scores_gemma":[0.0003965975,0.0001089781,0.0001014588,0.0001480089,0.0005408119,0.000007385155,0.005179088,0.001771576,0.0001833297,0.01307438,0.9779273,0.000561144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1174673,0.05789261,0.001129328,0.1673659,0.01440526,0.0006988061,0.001659672,0.0007608121,0.6386204],"genre_scores_gemma":[0.4144847,0.0008863794,0.0004558758,0.001023752,0.01095709,0.00001306927,0.0001299621,0.00006348693,0.5719857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8488008,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187515507165851,"score_gpt":0.2194549128954066,"score_spread":0.2075797578237481,"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."}}