{"id":"W2562331715","doi":"10.18260/1-2--10336","title":"Computer Aided Design Of Aerospace Components Tools And Implementation","year":2020,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Aerospace; Context (archaeology); Computer Aided Design; Computer science; Electronic design automation; Software engineering; Engineering","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":[0.0006201994,0.0006471555,0.0003313446,0.0005261244,0.000312245,0.001385366,0.0009461021,0.0007866601,0.03187761],"category_scores_gemma":[0.001082324,0.0003736969,0.0003490727,0.0003940359,0.0002739478,0.0004742506,0.000691358,0.0009024566,0.01112919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333279,"about_ca_system_score_gemma":0.001227364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143961,"about_ca_topic_score_gemma":0.001783242,"domain_scores_codex":[0.9995266,0.00005129081,0.00001271638,0.00003733398,0.0003164971,0.00005557189],"domain_scores_gemma":[0.9996164,0.00009528321,0.00001545241,0.00007192032,0.0001657236,0.00003508712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001287294,0.0003221017,0.0007598278,0.0003032591,0.00001461526,0.0001336446,0.0002057745,0.03805391,0.03837083,0.03146167,0.06117579,0.82907],"study_design_scores_gemma":[0.0001174433,0.0005537535,0.003637691,0.0001571763,0.00001504433,0.0005992661,0.0001190736,0.1403294,0.06626791,0.01414634,0.7740086,0.00004831174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02315241,0.001272483,0.7347933,0.0007291225,0.0005846597,0.0006277555,0.0004481853,0.006841218,0.2315509],"genre_scores_gemma":[0.2064424,0.001593796,0.5231652,0.0004526898,0.0001566253,0.0007141727,0.001652797,0.0008044802,0.2650177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03187761,"threshold_uncertainty_score":0.1066412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03720320155718913,"score_gpt":0.2350936972120216,"score_spread":0.1978904956548325,"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."}}