{"id":"W2888393435","doi":"10.2174/1872212112666180815121314","title":"Choice of Noncircular Gears Hobbing Linkage Methods","year":2018,"lang":"en","type":"article","venue":"Recent Patents on Engineering","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Science Foundation of Gansu Province; China Scholarship Council; National Natural Science Foundation of China","keywords":"Hobbing; Linkage (software); Arc (geometry); Engineering; Linkage isomerism; TRACE (psycholinguistics); Mechanical engineering; Engineering drawing; Computer science; Structural engineering; Machining; Materials science; Metallurgy","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":[0.000823179,0.0008067602,0.0003853387,0.001603465,0.0004689854,0.0005123751,0.0009593007,0.000483131,0.005951555],"category_scores_gemma":[0.00107859,0.0003444841,0.0004307314,0.00119717,0.0003865506,0.0009962309,0.000623728,0.0003927312,0.001757391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276637,"about_ca_system_score_gemma":0.0004215646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000263278,"about_ca_topic_score_gemma":0.0005291677,"domain_scores_codex":[0.9988689,0.000156591,0.00009070307,0.00022505,0.0005760464,0.00008257963],"domain_scores_gemma":[0.9992844,0.0002053,0.0001356589,0.0001361282,0.0001986998,0.00003973635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004310432,0.000199425,0.003618648,0.002433756,0.00005042643,0.0005936404,0.0004716553,0.009368981,0.3285703,0.02154953,0.003216608,0.6294961],"study_design_scores_gemma":[0.000150159,0.001860698,0.008184215,0.000436046,0.0001631321,0.003183011,0.0004497285,0.05424204,0.7725514,0.01076711,0.1478565,0.0001560961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1882946,0.009995694,0.7634382,0.0002218569,0.0002635304,0.0004961165,0.0002089578,0.0008672292,0.03621379],"genre_scores_gemma":[0.5496997,0.004466904,0.4291007,0.00009105952,0.00007962996,0.0004180632,0.0003541106,0.0002999917,0.01548985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005951555,"threshold_uncertainty_score":0.01990992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572818384116007,"score_gpt":0.3405896756980257,"score_spread":0.2848614918568656,"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."}}