{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003296385,0.0006448593,0.0006769678,0.0002568284,0.0002870212,0.000682037,0.0004884076,0.0005605315,0.0003146791],"category_scores_gemma":[0.0002291057,0.0001697612,0.0006883751,0.0002510072,0.0002614365,0.0002435742,0.0003196491,0.0006400549,0.0001725925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196723,"about_ca_system_score_gemma":0.0006987413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006946719,"about_ca_topic_score_gemma":0.007892462,"domain_scores_codex":[0.9997222,0.00003232811,0.00002045242,0.00005369238,0.0001307582,0.00004056049],"domain_scores_gemma":[0.9998561,0.00002786224,0.00002527901,0.00001080842,0.00004221625,0.00003770091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004116391,0.00004393474,0.0001340186,0.00004963411,0.000006640902,0.00001992642,0.00001526252,0.0001339106,0.9986766,0.00001184584,0.00001091696,0.0008560481],"study_design_scores_gemma":[0.00002212613,0.0006656503,0.001940183,0.000008369398,0.00002881502,0.00003758946,0.00004179052,0.002230693,0.994536,0.00001117808,0.0004689922,0.000008570487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972098,0.0004621077,0.001813685,0.00003931406,0.00002749552,0.00004435679,0.00008422707,0.00002515867,0.0002938421],"genre_scores_gemma":[0.987598,0.0008279111,0.009735782,0.00003047624,0.00001754883,0.00004914646,0.0001826518,0.00001104547,0.00154748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006946719,"threshold_uncertainty_score":0.01381254,"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."}}