{"id":"W7066000641","doi":"","title":"A fast automated optical surface measurement system","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"System of measurement; Measure (data warehouse); Surface (topology); Observational error; Calibration; Noise (video)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007851435,0.001180022,0.001006687,0.004464445,0.001712802,0.001889008,0.001708786,0.001198992,0.04151658],"category_scores_gemma":[0.001108612,0.0006699421,0.0004336021,0.002439717,0.0003789024,0.001330511,0.001913514,0.0008384659,0.02794321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165799,"about_ca_system_score_gemma":0.003636187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.033363,"about_ca_topic_score_gemma":0.04709186,"domain_scores_codex":[0.99792,0.0001040801,0.00005310769,0.0002946529,0.001441634,0.0001865501],"domain_scores_gemma":[0.9978968,0.0001621596,0.00005708609,0.0002506608,0.001509031,0.0001242652],"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":[0.0004666399,0.0002422137,0.007046869,0.0001620204,0.00006310775,0.00008688453,0.0001859816,0.001866986,0.1292581,0.002887949,0.1403731,0.7173601],"study_design_scores_gemma":[0.0003547252,0.0006345623,0.04571228,0.0001826805,0.0002083819,0.0006151589,0.0005407191,0.2276885,0.202905,0.004775644,0.5159345,0.0004479761],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04377487,0.0006291217,0.723901,0.000586374,0.001072204,0.001597605,0.01339537,0.1195063,0.09553722],"genre_scores_gemma":[0.2095267,0.0004054535,0.634221,0.0009799972,0.0003703726,0.001591755,0.01711142,0.002723775,0.1330696],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04151658,"threshold_uncertainty_score":0.1388867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003822572926149425,"score_gpt":0.1512456197551131,"score_spread":0.1474230468289636,"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."}}