{"id":"W3022403117","doi":"10.1016/j.mineng.2005.05.005","title":"","year":2005,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004510537,0.0004466593,0.0003819357,0.0004236983,0.00007386133,0.0001037845,0.0004067452,0.00009166726,0.00003900493],"category_scores_gemma":[0.0003714782,0.0004775416,0.0001200582,0.001065069,0.00002018326,0.001096736,0.0001032628,0.0002766656,0.00069116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182217,"about_ca_system_score_gemma":0.0000166351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005041188,"about_ca_topic_score_gemma":0.00006257273,"domain_scores_codex":[0.997452,0.00002045993,0.0005329596,0.0004762626,0.0004272159,0.001091169],"domain_scores_gemma":[0.9987817,0.00009594008,0.00006676739,0.0005913916,0.000112855,0.000351306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008092042,0.0000328151,0.000590571,0.000009389398,0.0000208968,0.00001066438,0.0002273555,0.4729388,0.5239535,0.0008256326,0.0009343388,0.0004478933],"study_design_scores_gemma":[0.001459057,0.00004086241,0.008373491,0.00005489374,0.00002566465,0.0001260056,0.00001651243,0.5248954,0.3053429,0.000003731418,0.1588013,0.000860217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898576,0.0004795733,0.005598805,0.0009445311,0.0001255238,0.0002247515,0.00001457457,0.0023051,0.000449546],"genre_scores_gemma":[0.9478933,0.000004671279,0.04981569,0.0001923867,0.001113903,0.0001041249,0.00001652548,0.0002320159,0.0006273867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186106,"threshold_uncertainty_score":0.9997676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009020773946362654,"score_gpt":0.2104330279454801,"score_spread":0.2014122539991175,"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."}}