{"id":"W6962904484","doi":"10.18429/jacow-ibic2023-mo3c05","title":"Canadian Light Source Beam Position Visualization Tool","year":2023,"lang":"en","type":"article","venue":"JACOW","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chicken Farmers of Saskatchewan (Canada)","funders":"","keywords":"Position (finance); Visualization; Beam (structure); Streak; Noise (video); Centroid; Fourier transform; Channel (broadcasting)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005518927,0.00006959228,0.00005865144,0.0001177863,0.00007002802,0.00004305768,0.00005489012,0.00005155509,0.00005629026],"category_scores_gemma":[0.000007947428,0.00007651468,0.00002256368,0.0003997805,0.000004150049,0.0001160777,0.000005354162,0.00004933324,0.0004889285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486405,"about_ca_system_score_gemma":0.00002408815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277698,"about_ca_topic_score_gemma":0.008276043,"domain_scores_codex":[0.9994734,0.00000672535,0.00008821899,0.00008390373,0.00007477826,0.000272963],"domain_scores_gemma":[0.999772,0.000007063501,0.000007426287,0.00009736422,0.00001545899,0.0001006898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009047309,0.00003120648,0.02437188,0.00007287466,0.0001116863,0.00006965421,0.001194244,0.1114419,0.4540941,0.004560017,0.3744804,0.02956299],"study_design_scores_gemma":[0.0004262823,0.00005714649,0.03463908,0.00002212372,0.00002463254,0.000007760843,0.00009282301,0.4546796,0.2334628,0.0002813314,0.2758168,0.0004897485],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947851,0.00004372039,0.001638844,0.0003017098,0.0001960147,0.00008398508,0.000006274525,0.0005601255,0.00238417],"genre_scores_gemma":[0.9991835,0.00001835095,0.00001488014,0.0001419781,0.0001167454,0.00001515037,0.00004844667,0.00002561273,0.0004353715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3432377,"threshold_uncertainty_score":0.628435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005274323930433741,"score_gpt":0.2042815648728261,"score_spread":0.1990072409423924,"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."}}