{"id":"W1986995697","doi":"10.1016/s0169-4332(01)00283-5","title":"Surface states and reactivity of pyrite and marcasite","year":2001,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":219,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Marcasite; Pyrite; Chemistry; Electron transfer; X-ray photoelectron spectroscopy; Crystallography; Sulfur; Inorganic chemistry; Mineralogy; Photochemistry; Nuclear magnetic resonance; Organic 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":[0.0005693976,0.00008878484,0.0001189196,0.00003419082,0.00009484897,0.00004559202,0.00008173227,0.00002753183,0.00001283969],"category_scores_gemma":[0.0000120352,0.00007956293,0.000009110123,0.0003024796,0.0002242811,0.0002263441,0.00004526267,0.0001093828,0.000005465733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001483888,"about_ca_system_score_gemma":0.000009822948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006815649,"about_ca_topic_score_gemma":0.00002207425,"domain_scores_codex":[0.9993279,0.000007524883,0.0001103903,0.0001914682,0.0001756117,0.0001870792],"domain_scores_gemma":[0.9996782,0.00006368467,0.00002758436,0.000123238,0.00001889831,0.00008837465],"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":[0.000006863124,0.000007668189,0.003407316,0.00001927327,0.000002773285,9.338295e-7,0.0001829315,0.006584346,0.9775195,0.0004237245,0.0000113231,0.01183335],"study_design_scores_gemma":[0.0006624851,0.00005512812,0.1504459,0.0000442115,0.00002034772,0.00007003676,0.001144527,0.2260699,0.6067758,0.001047035,0.01299469,0.000669858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901755,0.0002123004,0.0008706065,0.00003879757,0.0000597638,0.00007740063,0.000003229133,0.00007039591,0.00849204],"genre_scores_gemma":[0.9968283,0.0005731273,0.002493354,0.00001604659,0.000004758377,4.26558e-7,6.580612e-7,0.000006563978,0.00007672358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707437,"threshold_uncertainty_score":0.3244482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214805172780459,"score_gpt":0.2345226404450478,"score_spread":0.2223745887172432,"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."}}