{"id":"W3013321669","doi":"10.4000/hommesmigrations.11000","title":"Arezki Metref, Rue de la nuit,","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168559,0.0008595241,0.0005319623,0.000941782,0.006336274,0.004544159,0.0007155944,0.003349123,0.01202174],"category_scores_gemma":[0.005268408,0.0004434245,0.000356072,0.0008433873,0.003253102,0.005250621,0.001947759,0.006088359,0.003739701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003615001,"about_ca_system_score_gemma":0.003999714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042398,"about_ca_topic_score_gemma":0.05239033,"domain_scores_codex":[0.9987836,0.0003791676,0.00006957195,0.0001717861,0.0003720669,0.0002238134],"domain_scores_gemma":[0.9989045,0.0004561424,0.0001502098,0.00004534197,0.0003151985,0.0001286859],"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":[0.0002491977,0.00005583815,0.004677768,0.0005623309,0.00004366815,0.001002291,0.05865326,0.0001109301,0.001324642,0.3148148,0.5473413,0.07116389],"study_design_scores_gemma":[0.00001125823,0.00001381903,0.003316329,0.0002200649,0.00001033859,0.0003749118,0.01106849,0.00006581905,0.0006566109,0.009060912,0.9751679,0.0000334842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04111541,0.1546455,0.003126165,0.5384511,0.02149482,0.0001109826,0.0009376241,0.0002218793,0.2398965],"genre_scores_gemma":[0.3526513,0.06815933,0.003214647,0.09921856,0.003522666,0.0001321542,0.000373186,0.0004255189,0.4723026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03042398,"threshold_uncertainty_score":0.06049377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548228211175553,"score_gpt":0.3400550794658165,"score_spread":0.304572797354061,"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."}}