{"id":"W2751121578","doi":"","title":"An investigation into the influence of microbes on the cycling of sulfur in a net neutral oxidation reservoir in Sudbury","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; Sulfur; Environmental chemistry; Environmental science; Chemistry; Geography; Archaeology; Organic chemistry","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":[0.0002578606,0.0002249116,0.0002917926,0.000426724,0.00147181,0.0009640285,0.0003747194,0.0003976668,0.0008184204],"category_scores_gemma":[0.0002150751,0.0001878499,0.0002110072,0.000383599,0.0004322491,0.0005827022,0.0005780245,0.0004297397,0.0001820702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801584,"about_ca_system_score_gemma":0.001619017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1507317,"about_ca_topic_score_gemma":0.2982653,"domain_scores_codex":[0.9998239,0.00001521098,0.000008698486,0.00004953008,0.00004715623,0.00005551075],"domain_scores_gemma":[0.9998478,0.00001800556,0.00001880617,0.000005439896,0.00006743053,0.00004245013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005616804,0.0004002741,0.3281135,0.0001629316,0.00006227182,0.003191437,0.002707329,0.001441681,0.6369929,0.0005963532,0.0003802063,0.02538954],"study_design_scores_gemma":[0.00003817748,0.001639106,0.9118338,0.00004737239,0.00007321145,0.0005797861,0.00760804,0.007795117,0.06433472,0.0002707505,0.005730767,0.00004914627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998594,0.00007294645,0.0001194996,0.0000340972,0.000004826312,0.00001223432,0.00009695886,0.000004116888,0.001061279],"genre_scores_gemma":[0.9967248,0.0001850335,0.001052429,0.00005034313,0.000004549027,0.000008026244,0.0001411947,0.000002715657,0.001831038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8492683,"threshold_uncertainty_score":0.2997086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008197914462009048,"score_gpt":0.2121232552130529,"score_spread":0.2039253407510439,"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."}}