{"id":"W4210296671","doi":"10.4000/hommesmigrations.13113","title":"Des hommes","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political 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":["insufficient_payload"],"category_scores_codex":[0.00003802578,0.0002106965,0.0002369898,0.0000277867,0.002007882,0.0003096563,0.0001014619,0.00007114255,0.01156584],"category_scores_gemma":[0.00008486008,0.0001792467,0.0002220882,0.0001263064,0.0006962331,0.0002982369,0.00006429486,0.0001687898,0.0007980051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150597,"about_ca_system_score_gemma":0.00006737905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713785,"about_ca_topic_score_gemma":0.02903401,"domain_scores_codex":[0.9989234,0.00006847069,0.0002611907,0.0002494571,0.0001532827,0.0003441545],"domain_scores_gemma":[0.9992509,0.00009598029,0.00005565739,0.0001843369,0.0003056109,0.0001075172],"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":[0.000001365645,0.0002344965,0.0001679361,0.00005369868,0.00008981038,0.00002565409,0.01659088,0.000003543219,0.00004246737,0.1797913,0.7615056,0.04149325],"study_design_scores_gemma":[0.0001358685,0.0000577128,0.001033206,0.00009102787,0.0001268944,0.00001591161,0.01790046,0.00001336676,0.0001401581,0.007176941,0.9730573,0.0002511405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009216562,0.8894649,0.00005603294,0.02218287,0.001958773,0.0000739955,0.0002462763,0.00007311753,0.07672743],"genre_scores_gemma":[0.09022103,0.01291602,0.000352433,0.0007246475,0.001734871,0.0000402058,0.0001068163,0.00001566735,0.8938883],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8765489,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428972262440161,"score_gpt":0.2308777351572571,"score_spread":0.187980508913241,"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."}}