{"id":"W7048351845","doi":"","title":"Le processus de validation : un cadre nécessaire aux programmes de réduction des GES au Québec?","year":2014,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Work (physics); Limiting","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"],"consensus_categories":[],"category_scores_codex":[0.0002429417,0.0003834555,0.0004481893,0.0001807201,0.0009145841,0.00003454148,0.0007181118,0.000457554,0.000130363],"category_scores_gemma":[0.00006511965,0.0004043214,0.0003201541,0.000279062,0.001298619,0.0002291447,0.0001915338,0.0003141618,0.00004364854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003407953,"about_ca_system_score_gemma":0.002436787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1287733,"about_ca_topic_score_gemma":0.3939641,"domain_scores_codex":[0.9986172,0.0001204595,0.00029228,0.0003403646,0.0001971683,0.0004325435],"domain_scores_gemma":[0.9991095,0.00005303933,0.0001828845,0.0002953004,0.0002192888,0.0001399955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003036123,0.001387902,0.01446896,0.0503423,0.001733874,0.00002776131,0.08424639,0.5169149,0.2365,0.0262786,0.002726664,0.06506901],"study_design_scores_gemma":[0.001992447,0.0002249147,0.02586871,0.01787703,0.001348407,0.0002893133,0.002370297,0.04733988,0.6813706,0.002272813,0.2178659,0.001179683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6594446,0.02315946,0.2412871,0.0002564155,0.000695991,0.0008888918,0.00003450838,0.0001831931,0.07404982],"genre_scores_gemma":[0.9720417,0.0008038736,0.008881288,0.000005099186,0.0002233523,0.000003620488,0.00002738002,0.00007192646,0.01794179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.469575,"threshold_uncertainty_score":0.9998409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009218275887329111,"score_gpt":0.1966962984102347,"score_spread":0.1874780225229056,"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."}}