{"id":"W2015170831","doi":"10.1016/j.mineng.2004.04.003","title":"Dextrin as a non-toxic depressant for pyrite in flotation with xanthates as collector","year":2004,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dextrin; Pyrite; Chemistry; Adsorption; Xanthate; Depressant; Inorganic chemistry; Electrokinetic phenomena; Ferric; Organic chemistry; Mineralogy","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":[0.00009929082,0.0001542051,0.0001513798,0.0001111762,0.00004505347,0.00004141889,0.000100685,0.0000535672,0.0001900465],"category_scores_gemma":[0.0000689849,0.0001403324,0.00003016072,0.0003882396,0.00002028566,0.0002333939,0.00002076605,0.00006661414,0.00006614528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295073,"about_ca_system_score_gemma":0.00001847308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000565336,"about_ca_topic_score_gemma":0.0005189698,"domain_scores_codex":[0.9991363,0.0000075474,0.0002172563,0.0002395038,0.0001666919,0.0002327192],"domain_scores_gemma":[0.9997087,0.00004073626,0.00004364889,0.0001200726,0.00001452432,0.00007227884],"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":[0.00003602478,0.00004321299,0.001270993,0.00001654613,0.000005507675,0.000009464803,0.0005085559,0.3572288,0.6397833,0.0003563297,0.0005326257,0.0002087234],"study_design_scores_gemma":[0.002342986,0.0003974649,0.01554983,0.0001215869,0.00001254762,0.00003258754,0.00005080797,0.1034826,0.8694643,0.0003713813,0.007641988,0.0005319144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647763,0.00003403331,0.03240186,0.0001865448,0.00003726901,0.0005725597,0.000003860202,0.0001249544,0.0018626],"genre_scores_gemma":[0.9791058,0.0000168458,0.01867962,0.0001518108,0.00002795283,0.0003595719,0.00001719494,0.00002770469,0.001613537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2537462,"threshold_uncertainty_score":0.572259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00569391771183479,"score_gpt":0.2287585085139072,"score_spread":0.2230645908020724,"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."}}