{"id":"W7011566860","doi":"","title":"National Infrastructure Guide now being used in municipalities across Canada","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Context (archaeology); Public policy","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":[0.002893382,0.0006878076,0.0006353808,0.005036551,0.006732431,0.00719295,0.001832157,0.001971107,0.02188351],"category_scores_gemma":[0.00732342,0.000743884,0.000711331,0.01124037,0.00182674,0.001880464,0.001846712,0.002074081,0.005433039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05616026,"about_ca_system_score_gemma":0.2495464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896625,"about_ca_topic_score_gemma":0.9949129,"domain_scores_codex":[0.995405,0.0003852693,0.00037899,0.0002381098,0.00254929,0.001043288],"domain_scores_gemma":[0.9882056,0.0006548807,0.0003940173,0.0003232722,0.009392088,0.001030142],"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":[0.00003600726,0.00006346177,0.007430277,0.0004299623,0.00001963196,0.0004557554,0.00350452,0.001505022,0.00111487,0.02448121,0.8285048,0.1324544],"study_design_scores_gemma":[0.000004971146,0.000009943699,0.01145318,0.000162488,0.0000140951,0.00006368099,0.001928242,0.0001601375,0.0002054321,0.0004233787,0.9855415,0.00003284046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03216964,0.01278515,0.028845,0.04198463,0.00286908,0.003425407,0.06748801,0.006716758,0.8037164],"genre_scores_gemma":[0.08232292,0.01191939,0.05518942,0.006058553,0.0001137924,0.001341471,0.02180595,0.0009895996,0.8202588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05616026,"threshold_uncertainty_score":0.4074731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963371747201068,"score_gpt":0.3280668677088845,"score_spread":0.3084331502368738,"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."}}