{"id":"W7027680311","doi":"","title":"Density and proximity of unconventional oil and gas wells and concentrations of trace elements in urine, hair, nails and tap water samples from pregnant women living in Northeastern British Columbia","year":2022,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Tap water; Trace element; Population; Hydrology (agriculture); Population density; Contamination; Linear correlation; Positive correlation","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000144823,0.0001022764,0.0002028151,0.0000472941,0.0005510148,0.00004189949,0.00006203736,0.0001175426,0.00002429463],"category_scores_gemma":[0.00002462938,0.0001357418,0.0000273823,0.00004137156,0.0002199127,0.00001639506,0.0001476393,0.0001083728,4.978113e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350672,"about_ca_system_score_gemma":0.0002443574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1070946,"about_ca_topic_score_gemma":0.329604,"domain_scores_codex":[0.9989994,0.0000805638,0.000238428,0.0003275201,0.0001922299,0.0001618314],"domain_scores_gemma":[0.9996204,0.00002572368,0.0001084132,0.00009299563,0.00007252535,0.00007987542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958692,0.0001579828,0.920792,0.0002739006,0.000121465,0.0001021022,0.005183056,0.00002728668,0.06320072,0.00004342138,0.00001955415,0.009782616],"study_design_scores_gemma":[0.001113644,0.0001606218,0.9808644,0.0002910478,0.00003840311,0.00009212954,0.008716028,0.0001336188,0.007451341,0.0001711206,0.0007885969,0.00017906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914117,0.007999209,0.000002939575,0.00001402769,0.00004498459,0.0001571288,0.0001140371,0.000001778928,0.0002541395],"genre_scores_gemma":[0.9920689,0.002763211,0.0001235687,0.000004915997,0.00001146425,0.00002297469,0.000377111,0.000006634122,0.004621163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225094,"threshold_uncertainty_score":0.8988514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004135306557765624,"score_gpt":0.17860750150702,"score_spread":0.1744721949492544,"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."}}