{"id":"W6925467956","doi":"10.18429/jacow-ipac2022-tupoms003","title":"CLS Operational Status and Future Operational Plans","year":2022,"lang":"en","type":"article","venue":"JACOW","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chicken Farmers of Saskatchewan (Canada)","funders":"","keywords":"Storage ring; Linear particle accelerator; Booster (rocketry); CLs upper limits; Injector; Synchrotron light source; Particle accelerator","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":[0.01579837,0.001079918,0.0004168786,0.004399035,0.003508113,0.006162747,0.005794893,0.002305325,0.05530951],"category_scores_gemma":[0.01116654,0.0002926886,0.0007807658,0.003623074,0.001518513,0.003220683,0.002780601,0.001934022,0.02044578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02064322,"about_ca_system_score_gemma":0.08049201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.561513,"about_ca_topic_score_gemma":0.417541,"domain_scores_codex":[0.9932951,0.0007010441,0.0002780541,0.0003147864,0.003250349,0.002160656],"domain_scores_gemma":[0.978855,0.0005877138,0.0007813296,0.0005686908,0.0145307,0.004676609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008987577,0.0002621457,0.01413357,0.001426969,0.00003123652,0.000306027,0.0007876722,0.001741719,0.004286151,0.02153259,0.6712515,0.2833416],"study_design_scores_gemma":[0.0000821639,0.0002979126,0.01242316,0.0004978603,0.0000217726,0.0001355416,0.001595769,0.001271844,0.0008080144,0.00182883,0.9809755,0.0000616847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05935035,0.0263201,0.01767948,0.130792,0.007466125,0.003523453,0.05854123,0.01460779,0.6817195],"genre_scores_gemma":[0.3475955,0.02344417,0.0594824,0.02426433,0.002226721,0.002772751,0.1591749,0.002039417,0.3789998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.561513,"threshold_uncertainty_score":0.8821387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005259483007243318,"score_gpt":0.2010882144808034,"score_spread":0.1958287314735601,"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."}}