{"id":"W4302546250","doi":"10.3917/chihab.azza.2014.01.0162","title":"Dictionnaire des écrivains algérien de langue française de 1990 à 2010","year":2014,"lang":"fr","type":"book-chapter","venue":"Chihab Éditions eBooks","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Computer science","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","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005088616,0.0005008369,0.0005471989,0.0002216952,0.00470034,0.00007381651,0.000550719,0.0007711789,0.007783629],"category_scores_gemma":[0.0001062439,0.0005262227,0.0007420263,0.0001063017,0.004738845,0.0001182533,0.00006941876,0.0007667877,0.001033648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006796952,"about_ca_system_score_gemma":0.0003908047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290747,"about_ca_topic_score_gemma":0.01449369,"domain_scores_codex":[0.997546,0.0002801194,0.0004529172,0.0005689076,0.0004233244,0.0007287461],"domain_scores_gemma":[0.9981887,0.0001630226,0.0003252236,0.0005496197,0.0001975898,0.000575845],"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":[0.00001015833,0.00006397303,0.0002169101,0.00005874914,0.0003198271,0.00003794802,0.03579242,0.00003124827,0.0001149822,0.879899,0.07051887,0.01293596],"study_design_scores_gemma":[0.0001871932,0.00008085775,0.0005672306,0.0002818134,0.0008617928,0.00002556034,0.00187458,0.00003670038,0.00002083149,0.05309626,0.9423777,0.0005895077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003746454,0.00109631,0.01050797,0.00106282,0.0006901703,0.000270044,0.0003156309,0.0002441182,0.9820665],"genre_scores_gemma":[0.3745812,0.0002141645,0.0009803985,0.000715646,0.002089594,0.00008857427,0.0001285599,0.00006958048,0.6211323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8718588,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077090408182896,"score_gpt":0.2387553683413252,"score_spread":0.2179844642594962,"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."}}