{"id":"W4375944930","doi":"10.32920/22782698.v1","title":"Human exposure to soil contaminants in subarctic Ontario, Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Toronto Metropolitan University; University of Toronto; University of Waterloo","funders":"","keywords":"Environmental chemistry; Subarctic climate; Chemistry; Pollution; Animal science; Environmental science; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096613,0.0002740303,0.0002464858,0.001033291,0.003108451,0.0007128212,0.0005579146,0.0002697863,0.003377768],"category_scores_gemma":[0.0005357632,0.0002320817,0.0002460097,0.003235906,0.0005709382,0.0001761326,0.0004024777,0.0002784204,0.0003582937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0308439,"about_ca_system_score_gemma":0.03846448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998666,"about_ca_topic_score_gemma":0.9994285,"domain_scores_codex":[0.9995798,0.00002476555,0.00002061624,0.00007022439,0.0001945841,0.0001100139],"domain_scores_gemma":[0.9992718,0.00002452733,0.00009160287,0.00001603032,0.0004348763,0.0001610949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166494,0.00007981192,0.9469627,0.0002805305,0.00007752032,0.0005070671,0.004449918,0.0004344353,0.002419782,0.00049434,0.01647124,0.02760615],"study_design_scores_gemma":[0.00001169007,0.0000328598,0.9885693,0.00005542933,0.00001879247,0.00008594696,0.0026192,0.0001566055,0.0001751459,0.00004925306,0.008213037,0.00001264684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459541,0.00519666,0.0005928795,0.002811924,0.00008729715,0.0002369772,0.01850433,0.0000713073,0.02654459],"genre_scores_gemma":[0.975724,0.004207332,0.0007128429,0.0004370285,0.00001997809,0.00008095193,0.002481327,0.00001475555,0.01632173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0308439,"threshold_uncertainty_score":0.2237893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132801487812917,"score_gpt":0.2240263543953346,"score_spread":0.2107462056140429,"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."}}