{"id":"W2063181079","doi":"10.1080/08827500490477568","title":"SHORT COMMUNICATION: EVOLUTION OF BACTERIAL COMMUNITY IN A PYRITIC REFRACTORY GOLD ORE COLUMN LEACHING ENVIRONMENT","year":2004,"lang":"en","type":"article","venue":"Mineral Processing and Extractive Metallurgy Review","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Domtar (Canada)","funders":"","keywords":"Leaching (pedology); Refractory (planetary science); Gold ore; Geochemistry; Geology; Environmental science; Mining engineering; Metallurgy; Materials science; Soil science","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":[0.0001469069,0.0002391947,0.0002166849,0.0002977693,0.0001850261,0.0003157221,0.0002128226,0.000424407,0.002815634],"category_scores_gemma":[0.000288335,0.00005600731,0.0000933136,0.0003420842,0.00008820521,0.000242396,0.0001941804,0.0001584268,0.001488523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888264,"about_ca_system_score_gemma":0.0001055524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003902646,"about_ca_topic_score_gemma":0.0003424115,"domain_scores_codex":[0.999891,0.00001608683,0.000007068247,0.00003391028,0.00003622408,0.0000157158],"domain_scores_gemma":[0.9998348,0.00004202888,0.00003888208,0.000008892301,0.00004481808,0.00003061374],"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":[0.0009022178,0.00009579192,0.01229221,0.001182445,0.00004018993,0.003258758,0.0006580666,0.0005481274,0.7638809,0.0006232639,0.007003403,0.2095146],"study_design_scores_gemma":[0.00005208493,0.003759109,0.1194459,0.0001613904,0.0001288154,0.01460097,0.001137766,0.001187871,0.7313496,0.0008477183,0.127268,0.00006068717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427587,0.0352027,0.007949673,0.0009728297,0.0007619362,0.00006390434,0.0008753538,0.0001412589,0.0112735],"genre_scores_gemma":[0.9290134,0.01790407,0.006356432,0.0003667845,0.0007369677,0.00008374681,0.001689737,0.00004846723,0.04380031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815634,"threshold_uncertainty_score":0.009419262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287130239481302,"score_gpt":0.262639218149355,"score_spread":0.2339261942012248,"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."}}