{"id":"W6966536140","doi":"10.48448/33cx-z990","title":"Analyzing Growth/Damp curves in the Canadian Light Source storage ring","year":2021,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Storage ring; Instability; Beam (structure); Ring (chemistry); Oscillation (cell signaling); Amplitude","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266062,0.0002740408,0.0001682997,0.00217467,0.001009442,0.0004738232,0.0005893927,0.0002849724,0.002872256],"category_scores_gemma":[0.00110704,0.0001763316,0.0001961086,0.001008195,0.0004266164,0.0003235262,0.0004353439,0.0003680688,0.0004940253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003002924,"about_ca_system_score_gemma":0.001424248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2201303,"about_ca_topic_score_gemma":0.3906245,"domain_scores_codex":[0.9995951,0.00001163842,0.00001068894,0.00004518272,0.0002819268,0.00005539304],"domain_scores_gemma":[0.9988273,0.0001578158,0.0001618145,0.00007352804,0.0006591026,0.0001205608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006244695,0.0000819116,0.04525576,0.0001550523,0.00002986065,0.0002926898,0.001180577,0.01488427,0.86106,0.001092678,0.003203021,0.07213967],"study_design_scores_gemma":[0.00002566718,0.0003985893,0.3063971,0.00003991802,0.00004043697,0.0003001622,0.0009406475,0.1005235,0.581086,0.0003504482,0.009766208,0.0001313619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856367,0.0002001488,0.003882639,0.0001120187,0.0000124492,0.00003950746,0.001339789,0.0006211576,0.008155558],"genre_scores_gemma":[0.9880277,0.0001028327,0.00484434,0.00003026178,0.000002427562,0.00002382573,0.0006999276,0.00009155345,0.006177069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7798697,"threshold_uncertainty_score":0.4376979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386546775496879,"score_gpt":0.2803312937579834,"score_spread":0.2564658260030146,"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."}}