{"id":"W4404040250","doi":"10.3390/challe15040043","title":"Air Quality Legislation in Australia and Canada—A Review","year":2024,"lang":"en","type":"article","venue":"Challenges","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of Alberta","funders":"","keywords":"Legislation; Quality (philosophy); Environmental planning; Environmental protection; Business; Environmental science; Environmental resource management; Political science; Law; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203687,0.00005904942,0.0001030818,0.000009511654,0.00002562882,0.00000510565,0.00004407837,0.00003347991,0.0003971132],"category_scores_gemma":[0.00004489784,0.00005178435,0.00000901752,0.00005152172,0.00003673257,0.0001232272,0.00002935178,0.00009986901,0.00006418641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690418,"about_ca_system_score_gemma":0.00003832677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5373807,"about_ca_topic_score_gemma":0.9233515,"domain_scores_codex":[0.9993003,0.00008000778,0.0001582314,0.0001678837,0.0001445578,0.000149048],"domain_scores_gemma":[0.9997388,0.00006388615,0.0000189885,0.00009451372,0.000001463534,0.00008241041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001902562,0.0000983296,0.02415899,0.01857901,0.00001954716,0.0001097995,0.009034244,0.0001210261,0.00006708532,0.03677772,0.322233,0.5887823],"study_design_scores_gemma":[0.00005573325,0.00002031428,0.5596211,0.0008198177,0.000003910331,0.000003776319,0.0001509188,0.00006298051,0.000009541473,0.001655256,0.4374814,0.0001152532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4219569,0.1913501,0.00002983988,0.3637227,0.0003972113,0.0005307138,0.00001789036,0.00007967781,0.02191493],"genre_scores_gemma":[0.9436365,0.05229902,0.0001246057,0.003165927,0.00003858836,0.00001002137,0.00000301369,0.000005254213,0.0007170787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.588667,"threshold_uncertainty_score":0.4656999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804490714940676,"score_gpt":0.3931638384628842,"score_spread":0.2127147669688166,"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."}}