{"id":"W7061058328","doi":"","title":"Oxidation characteristics, acid neutralization, secondary minerals, and trace elements associated with pyrrhotite oxidation in historical waste rock","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrrhotite; Sphalerite; Pentlandite; Sulfide minerals; Chalcopyrite; Pyrite; Galena; Sulfide; Sorption","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009514779,0.0001512147,0.0001490289,0.0009967197,0.0003704074,0.0003896061,0.0001858568,0.0001720132,0.0004282194],"category_scores_gemma":[0.0001713695,0.0001539198,0.0001175274,0.0007071856,0.0003203111,0.0001384808,0.0001647797,0.00007992199,0.0001157565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572126,"about_ca_system_score_gemma":0.0003102193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1168822,"about_ca_topic_score_gemma":0.3051266,"domain_scores_codex":[0.9998866,0.000005932999,0.000009741747,0.00002607474,0.00004047623,0.00003107824],"domain_scores_gemma":[0.9998736,0.000009064873,0.00003975371,0.000004979159,0.00004750452,0.00002498666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000200603,0.00003352927,0.9221718,0.0000285836,0.00002820393,0.000572853,0.0007458931,0.0001873329,0.0713199,0.00002367736,0.00004610205,0.004641532],"study_design_scores_gemma":[0.000001261889,0.00003094527,0.9963533,0.000001755091,0.000005150861,0.0001931087,0.0002358076,0.0001123085,0.002859291,0.000005305323,0.0002000636,0.000001841338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997242,0.00003953911,0.00002057024,0.000001238443,1.685399e-7,0.000001477861,0.00006367925,9.189122e-7,0.0001483032],"genre_scores_gemma":[0.9993793,0.00004868527,0.00007430722,0.000002091621,4.756564e-7,0.000001299457,0.0001850561,0.000001357086,0.0003073845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168822,"threshold_uncertainty_score":0.2324038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006714602217481358,"score_gpt":0.1970173830946689,"score_spread":0.1903027808771876,"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."}}