{"id":"W1981657953","doi":"10.2118/2007-090-ea","title":"Microbial Treatment of a Sulphide-laden Stream in a Continuous Biofilm Reactor","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biofilm; Chemistry; Microbiology; Environmental science; Environmental chemistry; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009903273,0.0001252633,0.0001650096,0.0004261302,0.00001399962,0.00003238784,0.0001532238,0.00007718615,0.0004342448],"category_scores_gemma":[0.00002869629,0.0001262142,0.00005586966,0.00008175041,0.00002932004,0.00008596641,0.000005139751,0.0001008855,0.00003436544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418736,"about_ca_system_score_gemma":0.0001350974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05664736,"about_ca_topic_score_gemma":0.3770804,"domain_scores_codex":[0.9992161,0.00001031753,0.0002859454,0.0001379265,0.0001072399,0.0002425151],"domain_scores_gemma":[0.9995692,0.00003954817,0.00004428093,0.0001038398,0.00005889948,0.0001842179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000282548,0.0004646388,0.1206153,0.00008030258,0.0006080334,0.0009619544,0.002188414,0.00354347,0.6915404,0.02185122,0.002378815,0.1554849],"study_design_scores_gemma":[0.004481812,0.0004593335,0.2789629,0.0003131625,0.00004718728,0.0001869921,0.001505351,0.03358401,0.1086511,0.0002445652,0.5703602,0.001203302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583387,0.00005991291,0.0002397114,0.0001679077,0.0006623222,0.00006650019,0.0001221717,0.00003221593,0.04031052],"genre_scores_gemma":[0.9987658,0.00004599171,0.0001658358,0.00003130985,0.0001084525,0.000004759667,0.0000572355,0.00001169078,0.0008088695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5828893,"threshold_uncertainty_score":0.9496345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756401901338643,"score_gpt":0.2365989980584865,"score_spread":0.2190349790451001,"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."}}