{"id":"W4293242170","doi":"10.47339/ephj.2021.179","title":"Is Metro Vancouver ready to reduce their waste?","year":2021,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Container (type theory); Incentive; Food waste; Business; Transport engineering; Waste management; Environmental planning; Engineering; Environmental science; Economics","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":["insufficient_payload"],"category_scores_codex":[0.001567329,0.0003655893,0.0004064608,0.0001246511,0.0006770871,0.0002279024,0.000737581,0.00009478353,0.02632288],"category_scores_gemma":[0.00006193548,0.0003357048,0.0001752269,0.0004873157,0.0001404186,0.0006498509,0.001234012,0.0006097283,0.002437274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888635,"about_ca_system_score_gemma":0.0001145406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632312,"about_ca_topic_score_gemma":0.0004251804,"domain_scores_codex":[0.9955347,0.0004171476,0.0008015092,0.0007025237,0.001204229,0.00133991],"domain_scores_gemma":[0.9970872,0.00004782461,0.0003234296,0.0007974132,0.000007248173,0.001736848],"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":[0.00004143265,0.001156795,0.01797062,0.00003235022,0.0001602612,0.0002069605,0.003575448,0.007196736,0.001870122,0.00007944942,0.8196308,0.148079],"study_design_scores_gemma":[0.0008297763,0.0002403565,0.01423008,0.00002567808,0.0000111576,0.0001084813,0.008774089,0.0009983586,0.001035915,0.0001797521,0.9731151,0.0004512952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116183,0.0005835473,0.003643576,0.04646182,0.002040994,0.0008992901,0.0001264613,0.00007259998,0.03455344],"genre_scores_gemma":[0.959766,0.0003658984,0.002754099,0.0289759,0.0003441793,0.00002598171,0.0000237509,0.00006611927,0.007678035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534843,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250120264798122,"score_gpt":0.2878053240474711,"score_spread":0.2353041213994898,"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."}}