{"id":"W2982024900","doi":"10.4095/287941","title":"Biogeochemical variation and ecological and human health risk assessment","year":2011,"lang":"en","type":"report","venue":"","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Biogeochemical cycle; Variation (astronomy); Environmental science; Human health; Ecology; Environmental resource management; Geography; Environmental health; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001959575,0.0002329974,0.0002193281,0.001377285,0.0003624712,0.001903623,0.0002902214,0.0006398851,0.002249746],"category_scores_gemma":[0.004013662,0.0001297505,0.0003442322,0.001201106,0.001034713,0.0008891594,0.001069093,0.0007123598,0.000129812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728739,"about_ca_system_score_gemma":0.0006335038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009067372,"about_ca_topic_score_gemma":0.01023055,"domain_scores_codex":[0.9989219,0.000655676,0.00004237848,0.00008929921,0.0002027077,0.00008812948],"domain_scores_gemma":[0.9978561,0.001176823,0.0004170228,0.00009466043,0.0002923936,0.0001630336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426553,0.0001683241,0.5777388,0.0003542452,0.0006299166,0.0009766733,0.001719799,0.03395925,0.0007457967,0.1205196,0.01139312,0.2516518],"study_design_scores_gemma":[0.00001130112,0.0002813844,0.5288735,0.0005114405,0.0001324212,0.001189298,0.007456693,0.04265326,0.000639593,0.3617342,0.05640889,0.0001080132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607038,0.04002894,0.04596911,0.06090868,0.0008890842,0.0002680672,0.002373333,0.0001602626,0.1886986],"genre_scores_gemma":[0.9876522,0.006123792,0.001782183,0.0006825133,0.000250489,0.00003086983,0.0001470194,0.000007780102,0.003322977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009067372,"threshold_uncertainty_score":0.01802921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901930688982362,"score_gpt":0.3580222926404421,"score_spread":0.2890029857506185,"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."}}