{"id":"W2382311321","doi":"","title":"XPS Analysis on Adsorption Law of Metal Ion on Surface of Silicate Minerals","year":2003,"lang":"en","type":"article","venue":"","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"X-ray photoelectron spectroscopy; Silicate; Adsorption; Silicate minerals; Metal; Sodium silicate; Inorganic chemistry; Ion; Chemistry; Mineral; Metal ions in aqueous solution; Sodium; Materials science; Chemical engineering; Metallurgy; Physical chemistry; Organic 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002415907,0.00007594837,0.0001671518,0.0000570656,0.00001774335,0.000004425704,0.00006505803,0.00003818764,0.004009519],"category_scores_gemma":[0.00002048471,0.000060284,0.00009912812,0.0004169403,0.00006550833,0.00008311018,0.000008810253,0.00003129461,0.00009747154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002270418,"about_ca_system_score_gemma":0.000001894916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005659556,"about_ca_topic_score_gemma":0.0002989315,"domain_scores_codex":[0.999193,0.00007692118,0.0002498334,0.000161846,0.0002451021,0.0000733058],"domain_scores_gemma":[0.9996097,0.00003467433,0.0001224236,0.000193246,0.00001233358,0.00002761317],"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":[0.00001665163,0.0001448922,0.001683048,0.000002199228,0.00002725103,9.335387e-8,0.00005346457,0.01945623,0.9019312,0.07541716,0.001174142,0.00009369556],"study_design_scores_gemma":[0.0001096571,0.0001420264,0.003187584,0.000001955695,0.00004091981,1.434722e-7,0.00001507703,0.002713883,0.9901655,0.0006115725,0.002939069,0.00007264562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.823177,0.000002102434,0.0009353599,0.00005880488,0.0000111415,0.00009373861,0.000003539193,0.00002404907,0.1756943],"genre_scores_gemma":[0.9943208,0.000005559296,0.001629025,0.0004366145,0.000002545781,0.000003620602,0.0000100928,0.000003791352,0.003587929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1721063,"threshold_uncertainty_score":0.996901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966373265554843,"score_gpt":0.2726273986544225,"score_spread":0.252963665998874,"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."}}