{"id":"W4364304407","doi":"10.1007/978-3-031-20671-9_9","title":"Light Pollution: Auroral Displays, Environmental Carcinogens, and Epidemiological Imaginings of Inuit Cancer","year":2023,"lang":"en","type":"book-chapter","venue":"Medicine and biomedical sciences in modern history","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Light pollution; Environmental pollution; Pollution; Geography; Environmental health; Environmental science; Environmental protection; Medicine; Biology; Ecology; Physics; Optics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002123704,0.0002456848,0.0001436956,0.0006515383,0.0008561502,0.001776115,0.0003564998,0.000568777,0.004901462],"category_scores_gemma":[0.0002566878,0.0001218746,0.0001119808,0.000758721,0.001460234,0.00138833,0.0005253104,0.0009454092,0.0003912867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008243714,"about_ca_system_score_gemma":0.0006214272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193613,"about_ca_topic_score_gemma":0.04856625,"domain_scores_codex":[0.9999387,0.00002044988,0.000002085488,0.000009194938,0.00002252076,0.000007123114],"domain_scores_gemma":[0.9999251,0.00005153543,0.000005779375,0.000002561729,0.000008396208,0.000006721592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001131782,0.0001130378,0.005741746,0.001191589,0.00002553316,0.0009402437,0.02680224,0.0002020746,0.007854037,0.4243156,0.09784681,0.4348539],"study_design_scores_gemma":[0.000002877352,0.00005505409,0.00920058,0.0005856968,0.00001436322,0.001072757,0.00621595,0.0001336477,0.000913165,0.03337572,0.9484188,0.00001137467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.023422,0.5088978,0.001864928,0.01484873,0.001657836,0.00002787734,0.0001297433,0.00004789884,0.4491031],"genre_scores_gemma":[0.2239413,0.3394714,0.003228769,0.006881251,0.002707472,0.00005318108,0.0002049841,0.00006179883,0.4234499],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9991438,"threshold_uncertainty_score":0.02373332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449861827097551,"score_gpt":0.270224131123197,"score_spread":0.2157255128522215,"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."}}