{"id":"W1503587479","doi":"10.1007/978-94-015-9966-5_23","title":"Calculation of Virtual and Resultant Part for Variational Assembly Analysis","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Chaining; Geodetic datum; Kinematics; Computer science; Variational analysis; Engineering drawing; Algorithm; Mathematical optimization; Mathematics; Engineering; Classical mechanics; Geology; Physics","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":[0.0003205586,0.0006756596,0.0007868396,0.0005949524,0.0005790537,0.0009293049,0.001784228,0.0007757783,0.0161269],"category_scores_gemma":[0.000729308,0.000523356,0.0007743561,0.0005259223,0.0005712667,0.0009773672,0.0007724796,0.001016894,0.00433671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005727387,"about_ca_system_score_gemma":0.0006844139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749172,"about_ca_topic_score_gemma":0.003449664,"domain_scores_codex":[0.9998147,0.00002579979,0.000005896535,0.00001831302,0.0001253686,0.000009986505],"domain_scores_gemma":[0.9998837,0.00003869554,0.000004708842,0.00002705721,0.00003990894,0.000005857315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003635374,0.0000431564,0.0001755805,0.0002649978,0.0000397688,0.0001347845,0.0001113108,0.2583385,0.01725277,0.4998836,0.01872591,0.2049933],"study_design_scores_gemma":[0.000009456432,0.00001799027,0.0002017458,0.00003193945,0.0000192835,0.0001958306,0.0000281676,0.8065835,0.009011919,0.1214161,0.06246115,0.0000229496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001412589,0.0002642106,0.973382,0.00007333946,0.0001748598,0.00002572945,0.00009389756,0.0003407251,0.02423274],"genre_scores_gemma":[0.0758625,0.0007385416,0.8208821,0.00009922674,0.0001117978,0.0001588198,0.0004702458,0.001815166,0.0998617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0161269,"threshold_uncertainty_score":0.05394983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528511598830702,"score_gpt":0.204399521898621,"score_spread":0.1891144059103139,"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."}}