{"id":"W4200478580","doi":"10.1016/j.envres.2021.112575","title":"Industrialization and food safety for the Tsleil-Waututh Nation: An analysis of chemical levels in shellfish in Burrard Inlet","year":2021,"lang":"en","type":"article","venue":"Environmental Research","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Institute of Population and Public Health; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Shellfish; Environmental science; Fishery; Contamination; Population; Inlet; Environmental chemistry; Ecology; Aquatic animal; Biology; Oceanography; Chemistry; Fish <Actinopterygii>; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923822,0.0003084769,0.0001602754,0.001102806,0.0009439753,0.0007403366,0.0004310739,0.0003602631,0.000791064],"category_scores_gemma":[0.0003252104,0.0002908536,0.0002419356,0.000901695,0.0005247956,0.0002195905,0.0007502367,0.0003115322,0.0001588231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803215,"about_ca_system_score_gemma":0.001697196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3719451,"about_ca_topic_score_gemma":0.7000872,"domain_scores_codex":[0.9998025,0.00001807931,0.00001436034,0.00004835872,0.00007581632,0.00004097866],"domain_scores_gemma":[0.9995713,0.00002417871,0.0001398885,0.00001739147,0.0001626118,0.00008460433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005072598,0.00003210923,0.9878314,0.00002280308,0.00002027148,0.0003068787,0.00124182,0.00008392911,0.007775673,0.00001913643,0.00008234141,0.002532993],"study_design_scores_gemma":[6.190884e-7,0.00003088842,0.9982874,0.000004807442,0.000004674415,0.00004550641,0.001067225,0.00005709732,0.0002914143,0.00000267171,0.000206255,0.000001526391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993725,0.00003778286,0.00004680959,0.00001200615,6.618166e-7,0.000007906526,0.0001332704,0.000001927482,0.0003871207],"genre_scores_gemma":[0.997541,0.0001352375,0.0003639566,0.00005059858,0.000001263163,0.00002297472,0.0004566781,0.000003569923,0.001424728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6280549,"threshold_uncertainty_score":0.7395604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878078212548225,"score_gpt":0.3387713079621156,"score_spread":0.2499905258366334,"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."}}