{"id":"W3016963066","doi":"10.4000/cdg.5199","title":"Sciences en danger, revues en lutte","year":2020,"lang":"fr","type":"article","venue":"Carnets de géographes","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005629477,0.0003733014,0.0006397557,0.0001955004,0.001157079,0.0001247619,0.0006542207,0.0008915756,0.001323849],"category_scores_gemma":[0.00364959,0.0003545827,0.0002558372,0.001450223,0.0009068184,0.000628381,0.0002308746,0.001768773,0.0009674865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553583,"about_ca_system_score_gemma":0.001412403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007564208,"about_ca_topic_score_gemma":0.001264257,"domain_scores_codex":[0.9862706,0.01022818,0.0008934652,0.0007552089,0.0004727808,0.001379787],"domain_scores_gemma":[0.992183,0.005754942,0.0005001889,0.0003834277,0.0001774297,0.001001003],"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":[0.00009337519,0.0001046202,0.2020291,0.007336213,0.0002399135,0.0002257104,0.1573672,0.00004308621,0.0003946809,0.06790054,0.3456335,0.218632],"study_design_scores_gemma":[0.0003324113,0.0004379034,0.01732801,0.001136954,0.0001001803,0.00002729526,0.02548268,0.0002819076,0.00004081335,0.001496523,0.9529551,0.0003802798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1931445,0.1705429,0.0003660915,0.5328241,0.006557932,0.001688745,0.0001696954,0.0003780487,0.09432803],"genre_scores_gemma":[0.945855,0.01751801,0.004620392,0.01825104,0.006625419,0.0001090472,0.00001565787,0.00007638968,0.006929004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7527106,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464460324838056,"score_gpt":0.450377429257567,"score_spread":0.3039313967737614,"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."}}