{"id":"W2113114069","doi":"10.1016/s0169-7722(02)00248-6","title":"Use of O2 consumption and CO2 production in kinetic cells to delineate pyrite oxidation–carbonate buffering and microbial respiration in unsaturated media","year":2003,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pyrite; Sediment; Carbonate; Environmental chemistry; Environmental science; Geology; Chemistry; Mineralogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006432275,0.00007878894,0.0001964713,0.0002361436,0.00001628304,0.000009473249,0.00003736211,0.00007977376,0.00002156878],"category_scores_gemma":[0.0002497484,0.00006883755,0.00001320478,0.0001578778,0.00008145197,0.0002237573,0.00002145256,0.0001223559,0.000001179767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005716059,"about_ca_system_score_gemma":0.00001016267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388246,"about_ca_topic_score_gemma":0.001026663,"domain_scores_codex":[0.9990004,0.0001728703,0.0004826727,0.0001345928,0.00009793301,0.0001115526],"domain_scores_gemma":[0.9995402,0.00006787013,0.0002576992,0.00005966762,0.00003247081,0.00004207492],"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":[0.0001077367,0.00003143329,0.027424,0.00001021381,0.000002621378,0.00001619779,0.0005889274,0.001712341,0.9682096,0.00002042415,0.00003057041,0.00184594],"study_design_scores_gemma":[0.0009895941,0.0004076647,0.1820393,0.00008570675,0.00002063103,0.0001485928,0.00003510373,0.002456927,0.8119674,0.0001794089,0.001532284,0.0001372988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989082,0.00008068098,0.0003910144,0.000287574,0.0001177634,0.0001969749,8.853387e-7,0.000003143108,0.00001376758],"genre_scores_gemma":[0.9982345,0.0003868176,0.001251357,0.00008156621,0.00001760693,0.00000262068,0.000001679071,0.000004949895,0.00001892267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562421,"threshold_uncertainty_score":0.2807114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656337179996632,"score_gpt":0.2310140423217458,"score_spread":0.2144506705217795,"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."}}