{"id":"W4313172113","doi":"10.31399/asm.cp.itsc2009p1207","title":"LCA Comparison of Electroplating and Other Thermal Spray Processes","year":2009,"lang":"en","type":"article","venue":"Thermal spray","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Electroplating; Thermal spraying; Process engineering; Life-cycle assessment; Nickel; Materials science; Coating; Thermal; Process (computing); Software; Thermal energy; Computer science; Environmental science; Metallurgy; Manufacturing engineering; Engineering; Composite material; Layer (electronics)","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":[0.00008488822,0.0001423902,0.0001741183,0.00001412213,0.0001297034,0.00001431546,0.0001538389,0.00005753128,0.00182231],"category_scores_gemma":[0.00001605924,0.0001099953,0.0000305091,0.0001141461,0.0001744274,0.0001272668,0.00007525582,0.000119678,0.00008612825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003116563,"about_ca_system_score_gemma":0.000004307479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001719034,"about_ca_topic_score_gemma":0.0000601754,"domain_scores_codex":[0.9990792,0.00002901931,0.0002064734,0.000188976,0.0002032367,0.0002931426],"domain_scores_gemma":[0.9996037,0.00003485442,0.0001085644,0.0001555295,0.000002022332,0.0000953304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002885427,0.0001381068,0.2396755,0.00000896747,0.000006223884,8.275332e-7,0.0009082084,0.001108639,0.7501625,0.00006003386,0.0002170854,0.007685005],"study_design_scores_gemma":[0.0005274301,0.0006037899,0.5167432,0.00004802819,0.00003509496,0.000009513609,0.0006418758,0.0003495311,0.4722208,0.0002872125,0.008106479,0.000427034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558704,0.0002077633,0.00002828743,0.0002063263,0.00001386768,0.0001117206,0.000003918905,0.00002804007,0.04352971],"genre_scores_gemma":[0.9986422,0.00000921489,0.0004530762,0.0005165793,0.0000475172,0.000002598466,0.000001330992,0.00001395537,0.0003135128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779418,"threshold_uncertainty_score":0.9990901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316336999360757,"score_gpt":0.2634151649863361,"score_spread":0.2502517949927285,"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."}}