{"id":"W4415543965","doi":"10.1016/j.powtec.2025.121797","title":"Corrigendum to “Application of nano-collector in mineral flotation: A review” [Powder Technology Volume 466 (2025) 121430]","year":2025,"lang":"en","type":"article","venue":"Powder Technology","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Volume (thermodynamics); Mineral; Mineral resource classification; Mineral processing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002407008,0.0002139171,0.0004163863,0.001002355,0.00007885053,0.000009217315,0.0005247811,0.0003371847,0.001314036],"category_scores_gemma":[0.0002695025,0.000221234,0.00005692823,0.004394245,0.0002506814,0.0001065259,0.0002321482,0.0002223443,0.0004586155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291363,"about_ca_system_score_gemma":0.00005047688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002694771,"about_ca_topic_score_gemma":0.0009665643,"domain_scores_codex":[0.9981684,0.0000511771,0.0006885265,0.0005451569,0.0002054034,0.0003413075],"domain_scores_gemma":[0.9990553,0.00001748241,0.0001804354,0.0006220856,0.00007520537,0.00004948843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003124059,0.0002545733,0.07764238,0.0001214417,0.00002013306,0.000004558495,0.0001680887,0.00005217564,0.5493936,0.0149483,0.3181574,0.03920605],"study_design_scores_gemma":[0.0009357997,0.0003223939,0.02517742,0.0003567357,0.00004241594,0.00001740354,0.000183323,0.00211511,0.2078198,0.01377212,0.7486442,0.0006132991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7411174,0.005724193,0.04170509,0.1513629,0.001227502,0.008134413,0.00005109999,0.002590978,0.04808643],"genre_scores_gemma":[0.956612,0.0004025982,0.009783573,0.004195419,0.00001598226,0.00161187,0.00003414293,0.00002766727,0.02731674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304868,"threshold_uncertainty_score":0.9995989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009233371737210784,"score_gpt":0.2783216628277933,"score_spread":0.2690882910905825,"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."}}