{"id":"W7132210741","doi":"","title":"Enabling responsive real-time inspection of the automated fiber placement process","year":2020,"lang":"en","type":"article","venue":"NPARC","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Process (computing); Optical fiber; Process control; Fabrication; Quality (philosophy); Automotive industry; Coherence (philosophical gambling strategy); Manufacturing process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000331225,0.0002939529,0.0002011959,0.0003027638,0.0002057559,0.0005352887,0.000555915,0.0003727993,0.001372084],"category_scores_gemma":[0.0006282185,0.0001921634,0.0001362993,0.0001847002,0.0003274425,0.0003985579,0.0004339973,0.0004086619,0.0003471399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647849,"about_ca_system_score_gemma":0.0004716608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001602,"about_ca_topic_score_gemma":0.001489005,"domain_scores_codex":[0.9995596,0.00004361786,0.00001660086,0.00007629889,0.0002474894,0.0000563826],"domain_scores_gemma":[0.9995899,0.0001344192,0.00009568754,0.00005238157,0.00009774982,0.0000299971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001458946,0.00005247976,0.0007176554,0.00006556505,0.000004961295,0.0001340673,0.0001611041,0.002563635,0.9649377,0.000557596,0.0006605437,0.02999877],"study_design_scores_gemma":[0.00001872422,0.0002925003,0.002753291,0.00001150825,0.000008910361,0.0002349986,0.00006823518,0.0605773,0.9296755,0.0002220201,0.006102172,0.00003492692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5565193,0.0004257284,0.4254227,0.000382455,0.0002089263,0.0002839278,0.0002647126,0.008300207,0.008192036],"genre_scores_gemma":[0.8775282,0.0001658782,0.1179828,0.0001518496,0.00002327043,0.0000628264,0.0001168955,0.0001331422,0.003835218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001372084,"threshold_uncertainty_score":0.004590154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129103894193066,"score_gpt":0.2373181742018505,"score_spread":0.2260271352599198,"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."}}