{"id":"W4295953517","doi":"10.4050/f-0078-2022-1318","title":"Tolerance Relief on Transmissions Castings for Producibility","year":2022,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Casting; Stiffness; Polygon mesh; Materials science; Mechanical engineering; Enhanced Data Rates for GSM Evolution; Automotive engineering; Computer science; Engineering; Composite material","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":[0.0006889297,0.0004511765,0.0003443873,0.0007207745,0.000510507,0.0008360123,0.0004756056,0.0002721331,0.006669926],"category_scores_gemma":[0.003727509,0.0002891159,0.000228137,0.0005854844,0.0006143411,0.0005101397,0.0008321913,0.0006702231,0.001711173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050354,"about_ca_system_score_gemma":0.0008674093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174963,"about_ca_topic_score_gemma":0.002834277,"domain_scores_codex":[0.9988108,0.00009943114,0.00008421551,0.00009551954,0.0006908402,0.0002193097],"domain_scores_gemma":[0.9981029,0.0002658695,0.000384886,0.0004515033,0.0006788516,0.0001159301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007336328,0.0002649018,0.009354702,0.0005012378,0.00002642644,0.0009151906,0.0007671571,0.1639794,0.3968222,0.03966746,0.006465791,0.3805019],"study_design_scores_gemma":[0.0002669957,0.003654728,0.03900927,0.0003530687,0.0001173537,0.002638321,0.001122286,0.2018344,0.6199491,0.01982487,0.1110353,0.0001942744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6775886,0.001093767,0.2072844,0.0003747141,0.0003116015,0.0001700163,0.0002302749,0.002287205,0.1106593],"genre_scores_gemma":[0.9503543,0.0004424962,0.03831637,0.0001080428,0.00004514511,0.00005033497,0.0001481652,0.0003093328,0.01022591],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006669926,"threshold_uncertainty_score":0.02231318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150059515855181,"score_gpt":0.2192364588553609,"score_spread":0.2042305072698428,"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."}}