{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002686386,0.0001422873,0.0002152279,0.00002618598,0.0006304513,0.0001861943,0.0002435869,0.0002363911,0.001403238],"category_scores_gemma":[0.0007577499,0.000150055,0.0001733108,0.0005768995,0.0009062067,0.0002441208,0.00004641224,0.0002656282,0.0007828884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232452,"about_ca_system_score_gemma":0.0003204133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00969596,"about_ca_topic_score_gemma":0.003402826,"domain_scores_codex":[0.9981952,0.0006253864,0.0002121231,0.0002102516,0.0002417537,0.0005152444],"domain_scores_gemma":[0.9986829,0.0006048941,0.00004968259,0.0001030498,0.00004576817,0.0005136987],"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":[0.000002214973,0.0001326767,0.001532441,0.00001831109,0.00004100848,0.00001426852,0.06119961,0.000006567092,0.00006969315,0.3699766,0.5509017,0.01610491],"study_design_scores_gemma":[0.0001058833,0.00003886822,0.003813225,0.00002055154,0.00007628372,8.144318e-7,0.0153698,0.0001906051,0.0001432002,0.0323137,0.9477541,0.0001729963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0779911,0.4887672,0.00143227,0.2500851,0.0007338222,0.000273048,0.0003002561,0.0002528677,0.1801643],"genre_scores_gemma":[0.9452487,0.00086331,0.0007571758,0.005133968,0.001934783,0.00001898401,0.00001505192,0.00001447931,0.04601354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8672576,"threshold_uncertainty_score":0.9999951,"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."}}