{"id":"W2132370597","doi":"10.1109/iros.1998.727300","title":"Flexible fixturing tool for prismatic parts","year":2002,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Engineering; Closure (psychology); Engineering drawing; Mechanical 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":[0.0002812079,0.0005269407,0.0002876988,0.0005754709,0.0002576399,0.0004438888,0.0008148584,0.0005006748,0.001937705],"category_scores_gemma":[0.0009840858,0.0002759052,0.0002929966,0.0004502025,0.0005047428,0.0005742392,0.0006648131,0.0004656871,0.0003733083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715559,"about_ca_system_score_gemma":0.0003079946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962477,"about_ca_topic_score_gemma":0.000489925,"domain_scores_codex":[0.9995338,0.00003748637,0.00002025517,0.0001012057,0.0002759316,0.00003128569],"domain_scores_gemma":[0.9994681,0.0001586727,0.0001431199,0.000126169,0.00008246275,0.00002151278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001355947,0.00002735072,0.0005516781,0.0002458062,0.00002934645,0.0004439763,0.0001044209,0.009257365,0.8429921,0.006878636,0.0005934307,0.1387404],"study_design_scores_gemma":[0.00006593563,0.001333585,0.007527268,0.0001037043,0.00007250305,0.003599287,0.00009783018,0.09679408,0.8590924,0.004939602,0.02621199,0.0001617371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1120342,0.001495752,0.8789673,0.0000992846,0.0001136168,0.0000984327,0.0001371169,0.001156415,0.005897829],"genre_scores_gemma":[0.6155968,0.0006248244,0.3800241,0.0000920383,0.00002917865,0.0000679699,0.0001505825,0.00006187443,0.003352599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001937705,"threshold_uncertainty_score":0.006482303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822169820063262,"score_gpt":0.2017055610471659,"score_spread":0.1834838628465333,"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."}}