{"id":"W3023358164","doi":"","title":"Seasonal aluminum regimes and drivers thereof discovered in the acidified freshwaters of Nova Scotia, Canada","year":2019,"lang":"en","type":"article","venue":"EGUGA","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Geography; Environmental science; Oceanography; Archaeology; Geology; Engineering; Aeronautics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349149,0.0001556858,0.0002402208,0.001017214,0.001357222,0.0009751669,0.0004425398,0.0002408607,0.001335689],"category_scores_gemma":[0.0004917322,0.0001791424,0.0001971833,0.0017818,0.0006635493,0.0002287691,0.000606104,0.000252213,0.0001581601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009373222,"about_ca_system_score_gemma":0.007410439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985934,"about_ca_topic_score_gemma":0.9951047,"domain_scores_codex":[0.9998519,0.000008486808,0.000008763919,0.00004110304,0.00002736259,0.00006216385],"domain_scores_gemma":[0.9993902,0.00003141717,0.0001253129,0.00001632496,0.0003176128,0.0001190934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242851,0.00001394537,0.9891812,0.00003375261,0.0000427413,0.0001660785,0.001634425,0.0001728316,0.003925669,0.0001551106,0.0006582467,0.003891528],"study_design_scores_gemma":[9.987491e-7,0.000004003582,0.9981961,0.000005310169,0.000003660456,0.00001474496,0.001181863,0.00005199673,0.00005689995,0.00000768999,0.0004740797,0.000002817304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964001,0.0001528965,0.00005352555,0.0001206173,0.000005714473,0.00001140625,0.001380246,0.000006752393,0.001868682],"genre_scores_gemma":[0.997972,0.0001328309,0.00006717942,0.00004293582,0.000002283117,0.000004915408,0.0003909623,0.000002990598,0.001384005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01406604,"threshold_uncertainty_score":0.06800777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005333693029838012,"score_gpt":0.195061684521999,"score_spread":0.1897279914921609,"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."}}