{"id":"W2084656437","doi":"10.1109/ias.2013.6682574","title":"Technical assessment of industrial operation of copper electrowinning cells with current source topology","year":2013,"lang":"en","type":"article","venue":"","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Barrick Gold Corporation","keywords":"Current (fluid); Copper; Topology (electrical circuits); Reliability (semiconductor); Electrowinning; Energy consumption; Electrical engineering; Connection (principal bundle); Computer science; Engineering physics; Environmental science; Process engineering; Engineering; Materials science; Mechanical engineering; Electrode; Metallurgy; Physics; Anode","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008598163,0.00009512765,0.0001884927,0.0000815368,0.00001810616,0.000008271755,0.0001241677,0.000106654,0.00003817724],"category_scores_gemma":[0.00000918189,0.00007416031,0.00002401119,0.0001147101,0.00006950412,0.00006047178,0.0000277699,0.0002954061,0.000002134321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005831186,"about_ca_system_score_gemma":0.00004471178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003928297,"about_ca_topic_score_gemma":0.000007130225,"domain_scores_codex":[0.9993803,0.00001382191,0.0001989923,0.00009995655,0.0001012466,0.0002057009],"domain_scores_gemma":[0.9997077,0.00003358762,0.00003270318,0.0001743119,0.00003305771,0.00001862794],"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":[0.000005276429,0.0000753495,0.006855529,0.00005439732,0.00005621967,3.344579e-7,0.00006150665,0.05439905,0.8996265,0.00629956,0.004193257,0.02837301],"study_design_scores_gemma":[0.0006656199,0.000560935,0.0008089626,0.00008201953,0.0000240353,0.000007333632,0.0001196255,0.05540028,0.9411978,0.0002306058,0.0006763585,0.0002263902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579305,0.000169035,0.1387414,0.0001238522,0.00008311896,0.0002082769,6.088021e-7,0.0004942857,0.002248887],"genre_scores_gemma":[0.9939959,0.00004163395,0.005872853,0.000003387046,0.00001796381,0.00002606511,0.000002013068,0.00001251406,0.00002767781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360654,"threshold_uncertainty_score":0.302417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432714474440975,"score_gpt":0.2506406888092945,"score_spread":0.2363135440648848,"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."}}