{"id":"W2367276646","doi":"","title":"Application of TT-Type Special Ceramic Filter in Copper and Nickel Dressing Plant","year":2012,"lang":"en","type":"article","venue":"Nonferrous Metals","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Dewatering; Ceramic; Filter (signal processing); Nickel; Materials science; Copper; Metallurgy; Moisture; Filter press; Waste management; Process engineering; Composite material; Engineering; Geotechnical engineering; Electrical engineering","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":[0.0001512434,0.00009536411,0.0001703305,0.0000944627,0.00001126578,0.000009739277,0.00005075947,0.00006172504,0.00001907833],"category_scores_gemma":[0.00001141598,0.00009545942,0.00001945097,0.00009209193,0.000007627326,0.00008942861,0.00002099765,0.00008635093,0.0000134229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102022,"about_ca_system_score_gemma":0.000005143184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002031747,"about_ca_topic_score_gemma":0.00001505622,"domain_scores_codex":[0.9994743,0.000007003858,0.000164403,0.00008023964,0.00007614696,0.0001978567],"domain_scores_gemma":[0.9997873,0.00002096163,0.0000220506,0.0001145404,0.00001207643,0.00004304463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003909762,0.0001868645,0.0104073,0.0007012534,0.0001686118,0.000008812897,0.005844527,0.05242344,0.8733609,0.008739931,0.001446267,0.04667304],"study_design_scores_gemma":[0.002520005,0.0001642604,0.06815276,0.0004133683,0.0001864225,0.000146605,0.0007440234,0.6738828,0.1947088,0.0006951953,0.05661567,0.001770087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896283,0.0007439101,0.006663076,0.000005929207,0.0004938368,0.0001120601,0.000008978087,0.00005340053,0.002290477],"genre_scores_gemma":[0.9985255,0.00004720608,0.001131612,0.000008010864,0.0002092812,0.000008221762,0.00001198047,0.00002278413,0.00003542693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.678652,"threshold_uncertainty_score":0.3892722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674124154932696,"score_gpt":0.2210466309519324,"score_spread":0.2043053894026054,"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."}}