{"id":"W6947781523","doi":"10.4224/40001251","title":"Code national de la plomberie : Canada : 2005","year":2008,"lang":"fr","type":"standard","venue":"NPARC","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National library; Economic shortage","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053025,0.000346968,0.0005293612,0.0002013386,0.0005061559,0.0003691671,0.001653884,0.0003086134,0.0267325],"category_scores_gemma":[0.004059318,0.0003338403,0.0001544089,0.0004349443,0.0006572043,0.0002794508,0.0005358018,0.0006113045,0.0005402991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735441,"about_ca_system_score_gemma":0.019235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2031237,"about_ca_topic_score_gemma":0.8183912,"domain_scores_codex":[0.9918636,0.0009443544,0.0008422108,0.0007694493,0.004850327,0.0007300775],"domain_scores_gemma":[0.9952041,0.002920149,0.0003490218,0.000666939,0.0004675268,0.0003922805],"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":[0.00002677487,0.00006391749,0.00004712191,0.00003715649,0.00007486826,0.0002261748,0.0002500076,0.0001513646,0.00000776904,0.06206143,0.9000626,0.03699084],"study_design_scores_gemma":[0.000339936,0.00002212426,0.0004381865,0.00007312524,0.00002891925,0.00004620998,0.0003656578,0.000407253,0.0000198836,0.06800575,0.9299068,0.0003461511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002313861,0.0006412519,0.005514613,0.02387017,0.00333958,0.0002759068,0.01892254,0.00003309145,0.9471714],"genre_scores_gemma":[0.008236911,0.004502387,0.01075513,0.01197282,0.001693318,0.0000651649,0.001242706,0.00005896002,0.9614726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6152675,"threshold_uncertainty_score":0.9999114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08290995639327349,"score_gpt":0.3832515865125561,"score_spread":0.3003416301192827,"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."}}