{"id":"W4235093689","doi":"10.4000/hommesmigrations.2518","title":"Inch'Allah","year":2013,"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":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000124877,0.0001252539,0.0001541665,0.0000499282,0.001182003,0.00008401585,0.0001799433,0.0001197646,0.00664622],"category_scores_gemma":[0.0000757017,0.0001319146,0.0001169102,0.0003112784,0.000632602,0.0002991869,0.00005095568,0.0001459448,0.005690018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982838,"about_ca_system_score_gemma":0.0001556325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0397713,"about_ca_topic_score_gemma":0.048673,"domain_scores_codex":[0.998924,0.000112382,0.0002043353,0.0001869781,0.0001989174,0.0003733647],"domain_scores_gemma":[0.9993859,0.000141703,0.00007298713,0.0001856515,0.000126212,0.00008753227],"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":[2.489247e-7,0.00006185497,0.0005424459,0.000005785228,0.00002352693,8.248731e-7,0.02551125,0.00000262216,0.0000174185,0.1083987,0.8271322,0.03830316],"study_design_scores_gemma":[0.00008412125,0.00002512465,0.009644228,0.00002246892,0.00003545266,7.96109e-7,0.01552938,0.00009126681,0.000003009041,0.004105602,0.9703033,0.0001552337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05229174,0.310407,0.0002269416,0.1509314,0.006558458,0.000530125,0.00004248826,0.0001140586,0.4788978],"genre_scores_gemma":[0.420833,0.002621052,0.0004651259,0.001475931,0.001104991,0.00007945835,0.000009251322,0.00001228276,0.5733989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3685412,"threshold_uncertainty_score":0.9950842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087918583528487,"score_gpt":0.2660427952623237,"score_spread":0.2451636094270389,"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."}}