{"id":"W346992779","doi":"","title":"INTERPRETATION OF FIELD TESTS TO DETERMINE THE OXYGEN DIFFUSION AND REACTION RATE COEFFICIENTS OF TAILINGS AND SOIL COVERS","year":2002,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Tailings; Chemistry; Diffusion; Oxygen; Mineralogy; Flux (metallurgy); Analytical Chemistry (journal); Environmental engineering; Thermodynamics; Environmental chemistry; Environmental science; Physics; Physical chemistry","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":[0.0003442322,0.000114172,0.000148546,0.0001046573,0.00008044239,0.00001938187,0.0001352071,0.00008935553,0.00004101014],"category_scores_gemma":[0.0002920513,0.00008787498,0.00003359779,0.00023091,0.00009932225,0.000147594,0.0001395759,0.0000970225,0.000002653255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005915369,"about_ca_system_score_gemma":0.00000438399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387047,"about_ca_topic_score_gemma":0.0008779036,"domain_scores_codex":[0.9991611,0.00005114209,0.0002651328,0.00019553,0.0001734562,0.0001536889],"domain_scores_gemma":[0.9993364,0.0001509038,0.0001795842,0.0002307444,0.00002201963,0.00008040553],"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":[0.00005191455,0.00007865228,0.01227439,0.00001898161,0.000005713032,0.000001919528,0.001462278,0.0002285123,0.9271575,0.00007912382,0.0009584905,0.05768259],"study_design_scores_gemma":[0.0004531589,0.0006498083,0.07538585,0.0001026306,0.00003886482,0.00002771211,0.0003088368,0.2556562,0.665625,0.0004959748,0.0009899504,0.0002660682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482778,0.00010071,0.04939253,0.001251637,0.00002238094,0.0004029656,0.000005361056,0.00005200163,0.000494628],"genre_scores_gemma":[0.9959924,0.0002017222,0.002632065,0.0008102934,0.00001056016,0.00004626969,0.000002649391,0.00001078034,0.0002932153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2615325,"threshold_uncertainty_score":0.5120225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492951749386747,"score_gpt":0.2097354393049325,"score_spread":0.2032424875555458,"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."}}