{"id":"W2231614916","doi":"10.4271/2002-01-0763","title":"A Process for Modeling and Analysis of Prototyped Products and its Application to a Variable Fan Drive","year":2002,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Process (computing); Computer science; Variable (mathematics); Manufacturing engineering; Engineering drawing; Engineering; Operating system; Mathematics","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":[0.00142009,0.0008181862,0.0006638938,0.0008211871,0.0007963486,0.001333616,0.001220109,0.0009412993,0.006223934],"category_scores_gemma":[0.002938381,0.0007328664,0.001056972,0.0005619745,0.000733704,0.001019532,0.0007804724,0.001037158,0.001814124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915421,"about_ca_system_score_gemma":0.001383171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767523,"about_ca_topic_score_gemma":0.001911476,"domain_scores_codex":[0.9991903,0.0001503941,0.00004614129,0.0001065443,0.0004742302,0.00003249809],"domain_scores_gemma":[0.9990131,0.0003297948,0.00008412379,0.0002401985,0.0003184815,0.00001442133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001798851,0.0002133353,0.001041029,0.0005229794,0.00003877121,0.0004959274,0.000817407,0.5923017,0.1055797,0.04926145,0.004550866,0.244997],"study_design_scores_gemma":[0.00003687487,0.0002370744,0.0005551954,0.00005813593,0.00002262491,0.0002023199,0.00006977888,0.9293065,0.03825282,0.006340163,0.02486762,0.00005102222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004483943,0.000036685,0.9914867,0.00004142617,0.00001141879,0.0001870395,0.00009322036,0.001493846,0.002165722],"genre_scores_gemma":[0.1303202,0.0002074329,0.8618762,0.00002727191,0.00001121971,0.0007790594,0.0004684064,0.0003545572,0.005955625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006223934,"threshold_uncertainty_score":0.02082115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627135127866686,"score_gpt":0.2438399335272954,"score_spread":0.2275685822486285,"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."}}