{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001320541,0.00006254425,0.00006383122,0.00001062524,0.0003409665,0.00003071604,0.00007216253,0.00001990166,0.01190558],"category_scores_gemma":[0.000003328232,0.00005731619,0.0000142226,0.00006307591,0.00002538,0.00009515187,0.0001241336,0.00009951544,0.00008829529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008874676,"about_ca_system_score_gemma":0.00001976694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242697,"about_ca_topic_score_gemma":0.0003279196,"domain_scores_codex":[0.9993224,0.00004138991,0.0001064731,0.0001561924,0.0002476125,0.0001259421],"domain_scores_gemma":[0.9998041,0.00002306344,0.00002544212,0.00008326412,0.000002676345,0.00006149426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003176064,0.0001147283,0.8670808,0.00001036225,0.00002325017,0.00001445934,0.001908676,0.02597734,0.001236959,0.04394357,0.05430052,0.005357569],"study_design_scores_gemma":[0.0002842446,0.00006784558,0.2221069,0.000001000387,0.000003981252,0.00003407764,0.0004085101,0.04258206,0.00001215664,0.000554995,0.7338042,0.0001399999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754282,0.00007151066,0.0001439304,0.001826558,0.0003986508,0.0001822539,0.0003888094,0.00001961275,0.0215405],"genre_scores_gemma":[0.9950515,0.00001629043,0.0006856542,0.0008497425,0.0002134632,0.00004417426,0.0001714706,0.000007044111,0.002960671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795037,"threshold_uncertainty_score":0.9889977,"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."}}