{"id":"W7055471124","doi":"","title":"Code national de la plomberie - Canada 2005","year":2005,"lang":"fr","type":"other","venue":"National Research Council Canada (Government of Canada)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Code (set theory); Government (linguistics); Field (mathematics); Context (archaeology)","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01506245,0.0004754345,0.0004469317,0.00008154436,0.0003689269,0.0000750249,0.0008809454,0.0003281262,0.0153757],"category_scores_gemma":[0.02067287,0.0005739894,0.00006485901,0.000466762,0.0002478175,0.0000908849,0.0001095095,0.001163476,0.000002822431],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.5830726,"about_ca_system_score_gemma":0.845951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988539,"about_ca_topic_score_gemma":0.9999965,"domain_scores_codex":[0.7945319,0.0002397057,0.0005830647,0.0004597321,0.2030988,0.001086809],"domain_scores_gemma":[0.9682966,0.002739545,0.0002429293,0.0004036867,0.0273506,0.0009666588],"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":[0.00002873407,0.00005988767,0.0000226721,0.0001720855,0.0002533974,0.00005384797,0.0000164026,0.02525742,0.0006550867,0.07560405,0.8971848,0.0006915429],"study_design_scores_gemma":[0.0005122845,0.00001341557,0.0009270051,0.0001427832,0.00002229106,0.00001622667,0.0001296611,0.01332969,0.001000745,0.0005421265,0.9828843,0.0004794277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007409689,0.001303256,0.0001842644,0.01352323,0.0004014264,0.000498904,0.007713206,0.00001777261,0.9762838],"genre_scores_gemma":[0.3033673,0.0003791777,0.001174141,0.001456628,0.00135464,0.000312115,0.0000284996,0.0002914942,0.691636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3032932,"threshold_uncertainty_score":0.9996712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247165969554214,"score_gpt":0.2661343302089766,"score_spread":0.2236626705134345,"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."}}