{"id":"W2799526407","doi":"10.1139/tcsme-2007-0014","title":"MODELING AND MANUFACTURING OF PP-TYPE SINGLE SCREW COMPRESSOR","year":2007,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"Rotor (electric); Envelope (radar); Gas compressor; Mechanical engineering; Inverse; Machining; Planar; Engineering; Screw pump; Structural engineering; Computer science; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001798509,0.0004915407,0.0004924515,0.0003834098,0.0002865848,0.000838098,0.0009221372,0.0009129364,0.001587011],"category_scores_gemma":[0.0002729079,0.0003400594,0.0005496952,0.0003549422,0.0005944856,0.0006330202,0.000338078,0.0003768241,0.0004738975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845981,"about_ca_system_score_gemma":0.0006699807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961289,"about_ca_topic_score_gemma":0.0009977121,"domain_scores_codex":[0.9997711,0.00002690667,0.00001336184,0.00003438273,0.000138024,0.00001634498],"domain_scores_gemma":[0.999922,0.00001876842,0.0000175617,0.00001618337,0.000021197,0.000004261975],"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":[0.00005434062,0.00002241029,0.0004893824,0.0001482659,0.000009921186,0.0003493935,0.00007869818,0.9029576,0.03592999,0.03638978,0.0006677876,0.02290237],"study_design_scores_gemma":[0.000008477879,0.00006004923,0.0002571722,0.000004841263,0.000004705752,0.0001173904,0.00001392723,0.9899503,0.004645716,0.002308022,0.002622199,0.000007158622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04412716,0.000302743,0.9363654,0.000197804,0.00004431085,0.0001166825,0.0002124251,0.0005045344,0.01812887],"genre_scores_gemma":[0.8413652,0.0007494808,0.1476401,0.00004223969,0.00002869236,0.0002362644,0.0002739319,0.00006651696,0.009597596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001961289,"threshold_uncertainty_score":0.005309045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022726227089454,"score_gpt":0.227759318633899,"score_spread":0.205033091544445,"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."}}