{"id":"W2301644091","doi":"","title":"Full Length Research Paper - Effect of bacterial conditioning and the flotation of copper ore and concentrate","year":2006,"lang":"en","type":"article","venue":"TSpace","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Conditioning; Copper; Copper ore; Copper mine; Metallurgy; Environmental science; Mathematics; Materials science; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005960912,0.00004491067,0.00009253072,0.00001554424,0.00007093517,0.00001651762,0.00003362756,0.00002623471,0.0008842073],"category_scores_gemma":[0.0000426928,0.00002935849,0.0000112805,0.00006607134,0.0004844028,0.0000899763,0.00002648579,0.00004696383,0.000006696692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001063965,"about_ca_system_score_gemma":0.000003723244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006722134,"about_ca_topic_score_gemma":0.00008997807,"domain_scores_codex":[0.9993283,0.0002376667,0.0001149125,0.00009022306,0.0001555249,0.00007340636],"domain_scores_gemma":[0.9996247,0.0002224446,0.00005463637,0.0000659922,0.00001565559,0.00001657408],"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":[0.000362433,0.00001269605,0.003348924,0.00002086938,0.000004406211,3.475359e-7,0.002159496,0.00006729938,0.9802062,0.006498754,0.006556364,0.0007621926],"study_design_scores_gemma":[0.004754492,0.0008085744,0.05406646,0.00004388444,0.00002729742,0.00000804417,0.0007664296,0.003681596,0.9262279,0.002500698,0.006937848,0.0001768034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919296,0.00005344358,0.00005840423,0.0002928876,0.00001260113,0.0002266871,0.000002493409,0.000009793403,0.007414117],"genre_scores_gemma":[0.9992257,0.00004289348,0.0001652825,0.00001864474,0.00001489416,0.00001374239,0.00001130314,0.000003329361,0.0005042005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05397834,"threshold_uncertainty_score":0.968145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388611495232338,"score_gpt":0.3289477671076141,"score_spread":0.3150616521552907,"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."}}