{"id":"W3006153274","doi":"10.1007/s00170-020-05109-z","title":"Die-sinking EDM of Al6061-T6: interactions between process parameters, process performance, and surface characteristics","year":2020,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Machining and Optimization Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"Mitacs","keywords":"Electrical discharge machining; Machining; Surface roughness; Voltage; RADIUS; Mechanical engineering; Materials science; Design of experiments; Surface finish; Die (integrated circuit); Engineering; Composite material; Computer science; Statistics; Electrical engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001077447,0.000156363,0.0002837666,0.0001877215,0.00005748973,0.0000244077,0.0005851895,0.00007033646,0.000006182648],"category_scores_gemma":[0.000122089,0.0001264601,0.00004321074,0.000104512,0.000109865,0.0003552613,0.00008245652,0.0005254966,7.857629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004393573,"about_ca_system_score_gemma":0.00001956084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.67191e-7,"about_ca_topic_score_gemma":4.386091e-7,"domain_scores_codex":[0.9990036,0.000009898022,0.0004979817,0.0001175057,0.0002253701,0.0001456416],"domain_scores_gemma":[0.9991139,0.0001045917,0.0004071012,0.0001098828,0.0002175595,0.00004702928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000254017,0.00004552673,0.008120869,0.0003182511,0.0004949573,0.0000272155,0.002393566,0.7426014,0.01529308,0.0001773741,0.00006234359,0.2302114],"study_design_scores_gemma":[0.0005307897,0.0002125306,0.001339418,0.0003688046,0.00005654898,0.0001369565,0.000682272,0.01268359,0.9781132,0.004337606,0.001294459,0.0002438274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949615,0.0001163679,0.04836114,0.001247321,0.0002317361,0.00009053289,0.00001197831,0.0002127147,0.000113193],"genre_scores_gemma":[0.9828362,0.0007542802,0.01622073,0.00005855062,0.00008791869,0.000003830858,0.000004450215,0.00002703668,0.000006960648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9628201,"threshold_uncertainty_score":0.5156894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097805895825067,"score_gpt":0.2591207692097568,"score_spread":0.2481427102515061,"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."}}