{"id":"W7116989345","doi":"10.4224/dzz5-y706","title":"Code national de la plomberie : Canada : 2025","year":2025,"lang":"fr","type":"standard","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Potable water; Sewage; Drainage; Wastewater; Reuse; Water supply; Contamination; Sanitary sewer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00252052,0.001207837,0.0007393122,0.002744065,0.004662449,0.006300121,0.002533879,0.004327771,0.1190551],"category_scores_gemma":[0.00638652,0.001002486,0.0007793631,0.003878684,0.001348277,0.002112617,0.001388243,0.004058067,0.05931563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04851555,"about_ca_system_score_gemma":0.1381109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689612,"about_ca_topic_score_gemma":0.9693759,"domain_scores_codex":[0.9933761,0.0002200763,0.0002170359,0.0004610006,0.004560935,0.001164858],"domain_scores_gemma":[0.9913782,0.0003588686,0.0001742656,0.0003891921,0.007196091,0.0005033526],"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":[0.0000592591,0.00006341127,0.0007879736,0.0001748539,0.000008507724,0.00007206299,0.0001609211,0.000415602,0.0007176648,0.04063827,0.9259518,0.03094954],"study_design_scores_gemma":[0.00001155644,0.000008455953,0.00197668,0.0001137387,0.000005197999,0.0000256776,0.00007114134,0.0001561056,0.0003067147,0.000884336,0.9964201,0.00002029081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002522063,0.002910623,0.003291917,0.00702541,0.001595837,0.0006769776,0.0488757,0.001608293,0.9314932],"genre_scores_gemma":[0.00668853,0.001182868,0.003196429,0.002653921,0.00005361001,0.0002422598,0.01225211,0.0003927679,0.9733375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190551,"threshold_uncertainty_score":0.3982791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068862653861295,"score_gpt":0.2857342942415623,"score_spread":0.2750456677029494,"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."}}