{"id":"W2263257534","doi":"10.5220/0005568504000405","title":"Issues and Challenges in Robotic Trimming of CFRP","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Trimming; Computer science; Operating system","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":[0.002539144,0.0003913032,0.0004865106,0.0008396856,0.0004611711,0.0009403345,0.001279762,0.001145906,0.0006834451],"category_scores_gemma":[0.005308379,0.0003811166,0.0003404331,0.0006689946,0.001080323,0.001260745,0.0004908352,0.0006766904,0.0002719601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674352,"about_ca_system_score_gemma":0.000488848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008842987,"about_ca_topic_score_gemma":0.001413096,"domain_scores_codex":[0.996434,0.0004848615,0.0001380312,0.0005251278,0.002267481,0.000150521],"domain_scores_gemma":[0.9949731,0.00229402,0.0009476435,0.0006312661,0.001094113,0.00005983981],"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":[0.0002357826,0.0001441584,0.01293385,0.001337288,0.00007481906,0.0006525275,0.0008469588,0.05637293,0.2762731,0.00617149,0.0006384456,0.6443186],"study_design_scores_gemma":[0.00004301391,0.003156443,0.05799606,0.0004683074,0.0001333272,0.005576414,0.001875332,0.3578187,0.5258252,0.01761824,0.02916052,0.0003285531],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.256029,0.008192274,0.7299628,0.0007770427,0.0001041646,0.0001160897,0.00004987231,0.0007422449,0.004026505],"genre_scores_gemma":[0.7160417,0.002234891,0.2796234,0.0001235355,0.00005325189,0.00004957931,0.00005490473,0.00008079375,0.001738024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002539144,"threshold_uncertainty_score":0.01342845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031764846938494,"score_gpt":0.2909963608069531,"score_spread":0.1878198761131037,"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."}}