{"id":"W2909946030","doi":"10.1289/isee.2011.01267","title":"MATERNAL CONTAMINANT EXPOSURE IN CANADA: CONVENIENCE AND RANDOM SAMPLING COMPARISONS","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health Canada","funders":"","keywords":"Environmental health; Stratified sampling; Population; Child bearing; Demography; Contamination; Mercury (programming language); Polychlorinated biphenyl; Medicine; Geography; Environmental chemistry; Chemistry; Biology","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":[0.0003338243,0.0001042606,0.0002091035,0.00003218243,0.0002267984,0.00003787399,0.0001602668,0.00005996167,0.0003221011],"category_scores_gemma":[0.00006139601,0.0001048177,0.00001331713,0.00004342482,0.0002654428,0.0002205018,0.0000329902,0.0001719622,0.00001526986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208912,"about_ca_system_score_gemma":0.001181425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9645162,"about_ca_topic_score_gemma":0.9942132,"domain_scores_codex":[0.9987917,0.00006628264,0.0002970302,0.0001920767,0.0002375724,0.0004153662],"domain_scores_gemma":[0.999423,0.0001515729,0.0001087614,0.00008627918,0.00002502698,0.0002053501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118696,0.0000669574,0.9532872,0.00015165,0.000008708486,0.0000995451,0.02584694,0.000104022,0.0001296856,0.01742337,0.0001413559,0.002621853],"study_design_scores_gemma":[0.0005289266,0.00001934177,0.9676903,0.0001639067,0.000008977735,0.000002256289,0.02968476,0.00000906982,0.0001597272,0.0001229913,0.001484079,0.0001256493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988157,0.0005312591,0.0001046067,0.0002456819,0.0002114036,0.0001938293,0.00001160756,0.00001219013,0.01053239],"genre_scores_gemma":[0.9978932,0.001371122,0.0002749772,0.0002923456,0.00003209979,0.00001574227,0.000001859711,0.000005083825,0.0001135656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969704,"threshold_uncertainty_score":0.4274343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08893501730676895,"score_gpt":0.2907068460140211,"score_spread":0.2017718287072522,"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."}}