{"id":"W6961007146","doi":"10.14288/1.0356434","title":"[Vancouver Water Works notice]","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005566974,0.0006497152,0.0004247906,0.001562739,0.007896858,0.005152012,0.001088346,0.002089422,0.4533009],"category_scores_gemma":[0.002158188,0.0005863788,0.000350295,0.003209749,0.0007481955,0.001302956,0.001312514,0.002566417,0.1734746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883757,"about_ca_system_score_gemma":0.01272843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6965057,"about_ca_topic_score_gemma":0.8929802,"domain_scores_codex":[0.9991672,0.00003438189,0.0000250329,0.00008084436,0.0005672923,0.0001252875],"domain_scores_gemma":[0.9983804,0.00005918062,0.00003004891,0.00008884123,0.001269477,0.0001721446],"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":[0.000007114605,0.000003374164,0.0001022487,0.00002360607,6.946605e-7,0.00002848533,0.000051964,0.00001172711,0.00005609193,0.000722498,0.989361,0.009631153],"study_design_scores_gemma":[0.000001792909,0.000001822047,0.0007902069,0.00001898973,4.8245e-7,0.000008132693,0.00009004814,0.000007309173,0.00002906151,0.0001105696,0.9989377,0.00000398895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009951423,0.001235558,0.0004560619,0.007941733,0.003620347,0.000244826,0.01274461,0.0008037862,0.9719579],"genre_scores_gemma":[0.002095696,0.000444435,0.0002182501,0.0008836068,0.0001817927,0.00004492764,0.002493332,0.000258576,0.9933794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4533009,"threshold_uncertainty_score":0.7797999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169817593348892,"score_gpt":0.2389750682814184,"score_spread":0.2172768923479295,"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."}}