{"id":"W7164554246","doi":"10.4050/sm_2019_prop-959","title":"Advanced Gear Testing for FARA Accelerated Program Execution","year":2019,"lang":"","type":"article","venue":"","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Automation; Identification (biology); System testing; Key (lock)","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":[0.002724805,0.001081724,0.0006634093,0.001247058,0.001132974,0.001139303,0.001594827,0.001050374,0.03516821],"category_scores_gemma":[0.006107775,0.0004769524,0.0006389831,0.0006915718,0.0005681815,0.001882926,0.001758728,0.001307121,0.006314691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937624,"about_ca_system_score_gemma":0.002303493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511941,"about_ca_topic_score_gemma":0.004080288,"domain_scores_codex":[0.9968408,0.0003972802,0.00011501,0.0002775177,0.002011521,0.0003578502],"domain_scores_gemma":[0.9944563,0.000860834,0.000283916,0.001069916,0.00303295,0.0002960528],"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":[0.00590938,0.001131453,0.0242247,0.00134072,0.0002758458,0.00112058,0.001366751,0.02078021,0.3083585,0.02512417,0.164786,0.4455818],"study_design_scores_gemma":[0.0008707262,0.003774191,0.03377406,0.0005442145,0.0001915013,0.001774902,0.0005172621,0.1323093,0.4562132,0.01125196,0.3582878,0.0004909011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3596833,0.003109363,0.3398446,0.002520818,0.002522862,0.0015758,0.009734713,0.1138436,0.167165],"genre_scores_gemma":[0.8008648,0.0003861412,0.1546267,0.0005767799,0.0001666378,0.0005573138,0.005865709,0.005013347,0.0319426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03516821,"threshold_uncertainty_score":0.1176494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141879330728699,"score_gpt":0.281766959412225,"score_spread":0.250348166104938,"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."}}