{"id":"W4311608088","doi":"10.1163/9789004322714_cclc_2021-0021-133","title":"Country brief: Canada - The limits of livability - The emerging threat of smoke impacts on health from forest fires and climate change","year":2022,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Smoke; Geography; Environmental planning; Environmental protection; Environmental resource management; Environmental science; Natural resource economics; Meteorology; Ecology; Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008878336,0.000379235,0.0006156235,0.00005890579,0.001673228,0.00005197172,0.0002824907,0.0001637978,0.002011505],"category_scores_gemma":[0.00006406513,0.0002542849,0.00006261556,0.0004469527,0.0003714405,0.0001775173,0.0004686145,0.0004459686,0.000001417794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901438,"about_ca_system_score_gemma":0.00007942557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9295835,"about_ca_topic_score_gemma":0.9739186,"domain_scores_codex":[0.9973247,0.0002691091,0.0005697208,0.000519704,0.0005981883,0.0007185781],"domain_scores_gemma":[0.9978379,0.0005371149,0.0007563587,0.0006280571,0.0000216008,0.0002189696],"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":[0.0003600926,0.0001843692,0.01947416,0.001569803,0.00003860597,0.000009591535,0.00413243,0.000006392799,0.00001025608,0.00007411861,0.97123,0.002910187],"study_design_scores_gemma":[0.0008457587,0.001386804,0.2818842,0.0007900718,0.0001818137,0.00002462839,0.002051096,0.000149263,0.00003264525,0.0001955619,0.711983,0.0004751092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2277064,0.00388004,2.882992e-8,0.004937732,0.0006071297,0.001614247,0.7610461,0.00001515651,0.0001932113],"genre_scores_gemma":[0.2395416,0.2893563,0.000003875177,0.01796122,0.0008981068,0.0008792015,0.4512504,0.00009381769,0.00001547016],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3097957,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08976566643664725,"score_gpt":0.3130329284078113,"score_spread":0.2232672619711641,"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."}}