{"id":"W4413674346","doi":"10.64628/aak.sck5judfy","title":"Travaillez moins, gagnez plus","year":2018,"lang":"fr","type":"preprint","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243161,0.001689369,0.001592534,0.003067588,0.003455365,0.007068596,0.001193873,0.003813796,0.1631172],"category_scores_gemma":[0.02460192,0.000606697,0.001196544,0.002089539,0.001203164,0.004481776,0.001795095,0.005204784,0.03007884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003376728,"about_ca_system_score_gemma":0.004220026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07167195,"about_ca_topic_score_gemma":0.04864161,"domain_scores_codex":[0.9981881,0.0003634585,0.00005221934,0.0004107791,0.0007487309,0.0002367814],"domain_scores_gemma":[0.9928336,0.003373764,0.0002697293,0.0006659504,0.002266892,0.0005901316],"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":[0.001379241,0.0005179746,0.008860768,0.001340117,0.0003762941,0.001543915,0.003647183,0.004669923,0.002675725,0.4120875,0.3506976,0.2122037],"study_design_scores_gemma":[0.0002897106,0.0001476643,0.02372315,0.0008729824,0.0001489004,0.00129217,0.003483255,0.0126817,0.00282851,0.1202011,0.8341287,0.0002021765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1520986,0.06773109,0.09784372,0.143276,0.03599238,0.000495369,0.03288425,0.006326167,0.4633524],"genre_scores_gemma":[0.3852273,0.01875334,0.02772697,0.002859876,0.007298052,0.0003866887,0.01041985,0.001954766,0.5453732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1631172,"threshold_uncertainty_score":0.5456815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998967050760459,"score_gpt":0.4998611621320178,"score_spread":0.299964457055972,"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."}}