{"id":"W2902410294","doi":"10.4000/books.pum.21325","title":"Chapitre 5. Enquête sur l’exode des cerveaux des années 2000","year":2002,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0001668943,0.0009940511,0.0009390797,0.0002803614,0.003757887,0.00009110078,0.001102349,0.0008268726,0.00841026],"category_scores_gemma":[0.0002344292,0.001103749,0.0005542996,0.00007610556,0.004036214,0.0002535208,0.001192634,0.001128242,0.0008041445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638248,"about_ca_system_score_gemma":0.0001077259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006741174,"about_ca_topic_score_gemma":0.01107334,"domain_scores_codex":[0.9959369,0.0002861108,0.000498732,0.001280168,0.0004856942,0.001512452],"domain_scores_gemma":[0.9972299,0.0008640133,0.0004103297,0.0006830051,0.0001958862,0.0006168542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005440342,0.001291049,0.03963655,0.003038924,0.001840888,0.05147351,0.08143181,0.001872622,0.04558069,0.5372787,0.04137821,0.1897367],"study_design_scores_gemma":[0.00148231,0.000860078,0.01837829,0.0003824306,0.0009413806,0.001155698,0.0001059263,0.0005777376,0.01116653,0.02638125,0.9370022,0.00156621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06685536,0.03931586,0.0001498655,0.0006055086,0.0004744368,0.0005587233,0.0002764174,0.0003275556,0.8914363],"genre_scores_gemma":[0.2002819,0.02566338,0.0003400818,0.0008359381,0.0002762564,0.00002538338,0.000006556854,0.0001650274,0.7724054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8956239,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713592167743342,"score_gpt":0.1857044388143083,"score_spread":0.1585685171368749,"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."}}