{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446323,0.0005381966,0.0001997996,0.0005252262,0.005736167,0.00234032,0.0003960956,0.0009022893,0.05122652],"category_scores_gemma":[0.001042071,0.0001963509,0.0001345672,0.0005510902,0.001118787,0.001676059,0.001733794,0.001663933,0.008844629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204575,"about_ca_system_score_gemma":0.002446913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059917,"about_ca_topic_score_gemma":0.02142937,"domain_scores_codex":[0.9997317,0.00007037687,0.00001359355,0.0000530157,0.00006509069,0.00006616025],"domain_scores_gemma":[0.999725,0.00003809401,0.00004021638,0.00001720766,0.0001027882,0.00007668761],"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":[0.0002911634,0.0001376415,0.01324271,0.000961718,0.00003669181,0.003372611,0.04876351,0.000141953,0.005267291,0.0939588,0.487018,0.3468079],"study_design_scores_gemma":[0.00000722097,0.00003114915,0.004145955,0.0002074915,0.000007597652,0.0009838968,0.01674001,0.00004569028,0.0006145398,0.002379494,0.9748238,0.00001314335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1905469,0.04420155,0.001835052,0.1212468,0.01981404,0.0001388455,0.0006194616,0.0001905497,0.6214069],"genre_scores_gemma":[0.3125578,0.01331164,0.001288828,0.01010839,0.0007569853,0.0000662375,0.0001829978,0.00007057147,0.6616566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05122652,"threshold_uncertainty_score":0.1713698,"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."}}