{"id":"W4408086970","doi":"10.1007/978-3-031-80676-6_156","title":"Development of Aluminum Chips Recycling Process for Recovery Rates and Corrosion Resistance of A380 Alloy","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Corrosion; Alloy; Materials science; Metallurgy; Aluminium; Process (computing); Computer science; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504106,0.0002717462,0.0002324999,0.0003332082,0.0002684629,0.0004360028,0.0005647977,0.0003238311,0.001983055],"category_scores_gemma":[0.0001128029,0.0002076759,0.0003977792,0.0003360903,0.0000982312,0.0004663811,0.0001748055,0.0003404409,0.0009556714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483568,"about_ca_system_score_gemma":0.0004294035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253867,"about_ca_topic_score_gemma":0.00216675,"domain_scores_codex":[0.9998639,0.000008133436,0.000005714679,0.00002272836,0.00008539247,0.00001421141],"domain_scores_gemma":[0.999946,0.000007286067,0.000006578761,0.000005016277,0.00003212021,0.000003037846],"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":[0.0001357698,0.0001200453,0.0005316793,0.0003273564,0.00001321872,0.0001838029,0.0001223217,0.001657721,0.9105005,0.002007044,0.001667714,0.08273277],"study_design_scores_gemma":[0.00001189108,0.0005352644,0.002106382,0.00002065664,0.00003089888,0.0002717517,0.00005976877,0.005236223,0.9676779,0.0002354813,0.02380034,0.00001351908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.851678,0.01361624,0.04610545,0.0003853431,0.0002688946,0.000172259,0.0006136833,0.001087584,0.08607265],"genre_scores_gemma":[0.8350732,0.005135249,0.04211187,0.00011035,0.00004129459,0.00007297027,0.0008170492,0.0001764272,0.1164616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001983055,"threshold_uncertainty_score":0.006633937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180398639605314,"score_gpt":0.2408238896036309,"score_spread":0.2190199032075777,"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."}}