{"id":"W4304172087","doi":"10.4000/hommesmigrations.14408","title":"Nos frangins","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"North African History and Literature","field":"Arts and Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009937728,0.0001702199,0.0001581442,0.0001326379,0.003393441,0.000180189,0.0001908766,0.00004319314,0.04428288],"category_scores_gemma":[0.0000114418,0.0001931074,0.0001896296,0.0001338686,0.0002350434,0.0002342863,0.00006805716,0.0004902671,0.0003560758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286146,"about_ca_system_score_gemma":0.0001333702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005729478,"about_ca_topic_score_gemma":0.002127699,"domain_scores_codex":[0.9988983,0.0001568422,0.0002271933,0.0002236472,0.0002035045,0.0002904781],"domain_scores_gemma":[0.9994166,0.00007304523,0.00008281174,0.000278763,0.00005587402,0.00009290084],"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":[0.000005960013,0.0001886953,0.0001002075,0.00001582685,0.0000287076,0.00002056408,0.05682568,0.00006191937,0.000007856461,0.3429755,0.5981661,0.001603012],"study_design_scores_gemma":[0.0001695349,0.0001373672,0.0001900567,0.00001239395,0.00007449784,0.00001720487,0.01317099,0.00005691854,0.000003074851,0.000614618,0.9853252,0.0002281241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03194816,0.6787541,0.00008889609,0.02045751,0.01108953,0.0005312369,0.007073866,0.00020536,0.2498513],"genre_scores_gemma":[0.3363938,0.00005302958,0.00005024288,0.001735,0.001243516,0.0001220058,0.0003206583,0.00002117253,0.6600606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6787011,"threshold_uncertainty_score":0.997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350352246682259,"score_gpt":0.2059043480485283,"score_spread":0.1924008255817057,"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."}}