{"id":"W3048821590","doi":"","title":"Light-Pollution Abatement in Canada","year":2009,"lang":"en","type":"article","venue":"","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Light pollution; Pollution; Environmental science; Environmental planning; Environmental protection; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007137399,0.0002668386,0.0005340213,0.001632961,0.004617367,0.002509595,0.001702396,0.001254489,0.00860368],"category_scores_gemma":[0.002016732,0.000411799,0.0009673287,0.002488927,0.0008173313,0.0004390405,0.0009693099,0.001706877,0.0003284004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1375032,"about_ca_system_score_gemma":0.213716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993832,"about_ca_topic_score_gemma":0.9998097,"domain_scores_codex":[0.9981452,0.00009091265,0.00005586605,0.0001169133,0.0006373246,0.0009537264],"domain_scores_gemma":[0.9973571,0.000158723,0.0001679898,0.00003389044,0.001337907,0.0009443672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001952679,0.001663351,0.6629304,0.0008983447,0.0006537997,0.002065455,0.003263397,0.01944959,0.003962564,0.03178272,0.1059884,0.1653893],"study_design_scores_gemma":[0.0002454747,0.0001732559,0.9175643,0.0001420363,0.0002078409,0.0001350928,0.003241694,0.007297043,0.001363109,0.001137604,0.06840651,0.00008610548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909542,0.005219335,0.0006424494,0.0213863,0.0003309393,0.0002510507,0.008686255,0.0002085406,0.05373303],"genre_scores_gemma":[0.945939,0.002082792,0.0008253899,0.002087521,0.00004154923,0.00003803075,0.001438721,0.00003469347,0.04751236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375032,"threshold_uncertainty_score":0.9976604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007299015582769467,"score_gpt":0.2103992380186669,"score_spread":0.2031002224358975,"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."}}