{"id":"W2960054017","doi":"10.1115/1.4044200","title":"Special Issue: Highlights From ASME CIE 2018","year":2019,"lang":"en","type":"article","venue":"Journal of Computing and Information Science in Engineering","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiphysics; Process (computing); Mechanical engineering; Engineering; Operations research; Computer science; Systems engineering; Engineering management; Industrial engineering; Engineering drawing; Software engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00453952,0.002462896,0.001804719,0.005704528,0.002329474,0.01030634,0.002852045,0.004948735,0.1385176],"category_scores_gemma":[0.008550716,0.0007440839,0.001584711,0.003931897,0.0009185401,0.00494873,0.002761704,0.004398465,0.08490079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755082,"about_ca_system_score_gemma":0.004038221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504687,"about_ca_topic_score_gemma":0.003109962,"domain_scores_codex":[0.9964132,0.0002510042,0.000310368,0.000405716,0.002254642,0.0003651968],"domain_scores_gemma":[0.9868974,0.001048255,0.0006261073,0.0004556878,0.008583615,0.002388891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003375196,0.00002923048,0.0000419718,0.0002669685,0.00000515991,0.00004436045,0.000008837222,0.00004524535,0.0002417486,0.0004078823,0.9767304,0.02214456],"study_design_scores_gemma":[0.000008986697,0.00003332696,0.0002920349,0.0001831028,0.000006028627,0.00007189218,0.00002198716,0.00006381764,0.0001789288,0.0003293123,0.9988012,0.000009246164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008594161,0.04058592,0.001640471,0.04110187,0.83963,0.0004459242,0.001587927,0.0007662745,0.07338228],"genre_scores_gemma":[0.00439063,0.04869125,0.002105121,0.01411502,0.6050773,0.0003945964,0.003576333,0.00102128,0.3206285],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1385176,"threshold_uncertainty_score":0.4633877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003978225237252583,"score_gpt":0.1963677468455159,"score_spread":0.1923895216082633,"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."}}