{"id":"W2288953700","doi":"10.1016/j.apsusc.2016.01.213","title":"Collector attachment to lead-activated sphalerite – Experiments and DFT study on pH and solvent effects","year":2016,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Sphalerite; Chemistry; Adsorption; Solvation; Inorganic chemistry; Density functional theory; Solvent; Computational chemistry; Pyrite; Physical chemistry; Organic chemistry; Mineralogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003767125,0.0001440303,0.0001311348,0.00004662242,0.0002719661,0.00006917441,0.0001655596,0.0000230159,0.0001527052],"category_scores_gemma":[0.00002607051,0.000100142,0.000008986419,0.0003749148,0.0002902096,0.0001679917,0.0001885923,0.00003669276,0.0001554334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330111,"about_ca_system_score_gemma":0.00001151052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004297724,"about_ca_topic_score_gemma":0.00001320084,"domain_scores_codex":[0.9985437,0.00003072853,0.000144487,0.0005512944,0.0004733699,0.0002563954],"domain_scores_gemma":[0.9994651,0.0000688938,0.00004652164,0.0002127586,0.000009290569,0.0001974044],"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":[0.00003206329,0.0001192729,0.007106313,0.000001469561,0.000002077828,0.000001052845,0.001215416,0.0000230027,0.9878715,0.00008668235,0.0006385673,0.002902623],"study_design_scores_gemma":[0.0005460929,0.0004035339,0.08990383,0.00001112384,0.000002276264,6.139208e-7,0.0002326628,0.00005974836,0.9076853,0.0000314996,0.0009544741,0.0001688054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935842,0.000007269453,0.0007085893,0.0002268025,0.00005000745,0.001070507,0.000001673027,0.00007024631,0.004280674],"genre_scores_gemma":[0.9968575,0.000006232095,0.001602794,0.0004232197,0.000004558569,0.00008927924,2.427076e-7,0.000007607758,0.001008589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08279752,"threshold_uncertainty_score":0.4083671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928344488388269,"score_gpt":0.3029868423653289,"score_spread":0.2837033974814462,"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."}}