{"id":"W4390780816","doi":"10.4000/hommesmigrations.16133","title":"Keyvan Chemirani","year":2023,"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":"Humanities; Art; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067795,0.0005575688,0.0004947659,0.0009538071,0.00539168,0.006057029,0.0008148817,0.00192289,0.05730268],"category_scores_gemma":[0.005139916,0.0003284706,0.0002339591,0.0007157346,0.003008478,0.005346808,0.002735018,0.00531956,0.01625289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003275899,"about_ca_system_score_gemma":0.003399416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005620745,"about_ca_topic_score_gemma":0.008342911,"domain_scores_codex":[0.9985321,0.0003798197,0.00005377785,0.0004175079,0.0005043636,0.0001124698],"domain_scores_gemma":[0.9982674,0.0005137831,0.0001508505,0.0001349206,0.0006199819,0.0003130125],"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":[0.0002126726,0.00007618122,0.002239058,0.0004703915,0.00002218538,0.000401288,0.009135387,0.0001608072,0.001802359,0.3805886,0.4830585,0.1218324],"study_design_scores_gemma":[0.000006369639,0.0000243946,0.0006570768,0.0001321945,0.000005695937,0.0002663498,0.001541694,0.0000846054,0.000576566,0.01183595,0.9848539,0.00001508176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02216254,0.05043251,0.00500504,0.3173458,0.02278908,0.00008773393,0.0002708092,0.0004122327,0.5814942],"genre_scores_gemma":[0.1584525,0.01982329,0.003127139,0.032812,0.002932234,0.0000768939,0.0001230583,0.0003001382,0.7823528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05730268,"threshold_uncertainty_score":0.1916966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032043246092767,"score_gpt":0.2917078382246405,"score_spread":0.2596645921318735,"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."}}