{"id":"W6929101372","doi":"10.4224/40001994","title":"Code national de l'énergie pour les bâtiments (CNÉB) 2011 : aperçu","year":2012,"lang":"fr","type":"other","venue":"NPARC","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Code (set theory); Context (archaeology); Software; Government (linguistics); Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002871117,0.0003435324,0.0002422414,0.0000911077,0.000113387,0.00003863732,0.0004115902,0.0007394153,0.06728545],"category_scores_gemma":[0.0001024439,0.0003462968,0.0001910624,0.00004331423,0.0001838648,0.000003862923,0.0002584679,0.0002832695,0.001958728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126566,"about_ca_system_score_gemma":0.0006507776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185908,"about_ca_topic_score_gemma":0.00009349461,"domain_scores_codex":[0.9981907,0.0001494294,0.0002397173,0.0004329309,0.0003664156,0.0006208074],"domain_scores_gemma":[0.9990626,0.00002654115,0.0001322036,0.0003179902,0.0001539189,0.0003067348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005752577,0.0007303837,0.001516663,0.00008585464,0.000265298,0.000008849817,0.00004054418,0.00002122573,0.5420454,0.01152854,0.4135249,0.03017486],"study_design_scores_gemma":[0.0006340666,0.00009485075,0.001020302,0.00005012482,0.00004239423,0.0000233312,0.0000294894,0.001003487,0.006698675,0.0009994805,0.9890108,0.0003930496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009871789,0.002020518,0.002169314,0.002018667,0.0005564951,0.0002369141,0.0003953381,0.00002181456,0.9827092],"genre_scores_gemma":[0.04126715,0.001383906,0.008452035,0.0009724301,0.001491312,0.00003276901,0.0007257573,0.0001750232,0.9454996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5754858,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897804221322816,"score_gpt":0.2797506747439661,"score_spread":0.2607726325307379,"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."}}