{"id":"W4246166638","doi":"10.4000/hommesmigrations.3741","title":"Waed Bouhassoun","year":2016,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002072319,0.0001252175,0.0001586496,0.0000482157,0.001118744,0.00003479799,0.0001723118,0.0001178486,0.002418509],"category_scores_gemma":[0.0001483621,0.00009759638,0.0001425374,0.0002502668,0.0008396421,0.0002198204,0.00003980894,0.00007307185,0.002026334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167888,"about_ca_system_score_gemma":0.0001829859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944652,"about_ca_topic_score_gemma":0.02794803,"domain_scores_codex":[0.9988357,0.0001287267,0.0002017107,0.0002125027,0.0002174171,0.0004039708],"domain_scores_gemma":[0.9992779,0.0002605871,0.00008264569,0.0002059031,0.00009256474,0.00008035958],"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":[0.000001613807,0.00005961525,0.0005410194,0.000003400694,0.00003185422,0.000002109812,0.01318362,2.329757e-7,0.0001100145,0.1962822,0.6883647,0.1014197],"study_design_scores_gemma":[0.0002089872,0.00003186068,0.002600262,0.00005367779,0.00004918756,9.733926e-7,0.004340268,0.000004027057,0.00001461313,0.004064787,0.9884705,0.0001608645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03925003,0.3265043,0.002017723,0.3941026,0.009539259,0.0003917572,0.0002485889,0.0001776522,0.2277682],"genre_scores_gemma":[0.388383,0.004466463,0.0002261594,0.0006649051,0.00121398,0.00002744107,0.000003079699,0.00001191236,0.6050031],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3934377,"threshold_uncertainty_score":0.9987507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327076687284864,"score_gpt":0.2745552982305832,"score_spread":0.2512845313577345,"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."}}