{"id":"W2102051539","doi":"10.1046/j.1472-4669.2003.00005.x","title":"A critical stage in the formation of acid mine drainage: Colonization of pyrite by <i>Acidithiobacillus ferrooxidans</i> under pH‐neutral conditions","year":2003,"lang":"en","type":"article","venue":"Geobiology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pyrite; Chemistry; Bacteria; Population; Acid mine drainage; Biofilm; Hydroxide; Environmental chemistry; Inorganic chemistry; Mineralogy; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002958769,0.00008322778,0.0001495282,0.00006895808,0.00003529359,0.00000657088,0.00007296292,0.0001081895,0.0000823712],"category_scores_gemma":[0.0001220878,0.000066111,0.00003791942,0.0001714126,0.00009197461,0.0001310936,0.000005665365,0.0001520857,0.000006000998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002294936,"about_ca_system_score_gemma":0.000009993913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723798,"about_ca_topic_score_gemma":0.00009652943,"domain_scores_codex":[0.9992644,0.0001627991,0.0002878034,0.00007948132,0.0000509569,0.0001545207],"domain_scores_gemma":[0.999684,0.0001021096,0.00004568835,0.0001057627,0.00004264656,0.00001983139],"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":[0.00001087882,0.00007919446,0.0000996065,0.00009822712,0.0000114873,0.000001548358,0.0004542209,0.003828756,0.9559711,0.03875737,0.0005839056,0.0001036681],"study_design_scores_gemma":[0.002047548,0.0004921907,0.00573775,0.00007278891,0.00007399508,0.0001602078,0.004329962,0.01355803,0.9382247,0.005925231,0.02887862,0.0004989767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966241,0.0002651412,0.02798874,0.000247836,0.0002258148,0.0001738903,0.0001384834,0.00003351097,0.004685568],"genre_scores_gemma":[0.9994511,0.00002149736,0.0001488149,0.0001550175,0.000009829987,0.00001288119,0.00014618,0.000006226423,0.00004847441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321007,"threshold_uncertainty_score":0.2695928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387265540335434,"score_gpt":0.2566332036884034,"score_spread":0.2427605482850491,"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."}}