{"id":"W4243370892","doi":"10.4000/books.pum.13391","title":"20. Revaloriser la formation scientifique","year":2000,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009798947,0.001037975,0.0006762117,0.003963776,0.005240601,0.0132775,0.001422272,0.005555101,0.01354544],"category_scores_gemma":[0.01236573,0.0004560202,0.000795291,0.003760375,0.02194601,0.01138327,0.004266325,0.008030084,0.00543026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02217584,"about_ca_system_score_gemma":0.02758726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03467162,"about_ca_topic_score_gemma":0.047583,"domain_scores_codex":[0.9931767,0.002682225,0.000311174,0.000876805,0.002286784,0.0006663196],"domain_scores_gemma":[0.9925136,0.003149444,0.0004602585,0.0009954849,0.002396595,0.0004846287],"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":[0.000004581038,0.000008065153,0.00008697873,0.00008493778,0.00000351822,0.00002919541,0.002193407,0.00007108352,0.0001205135,0.941977,0.04473635,0.01068447],"study_design_scores_gemma":[0.000007178611,0.000008545357,0.0002515061,0.0002438446,0.000004640016,0.00004907773,0.0005757411,0.00009136256,0.000138466,0.1040272,0.8945954,0.000006996127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002148918,0.06273969,0.006608055,0.1315234,0.007271145,0.00005614209,0.0001215121,0.0001581718,0.789373],"genre_scores_gemma":[0.1463228,0.09608764,0.0121703,0.03527259,0.01125044,0.0003725899,0.0002757864,0.0004150421,0.6978328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03467162,"threshold_uncertainty_score":0.1608977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653392636642845,"score_gpt":0.2102358208129388,"score_spread":0.1937018944465104,"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."}}