{"id":"W6957727352","doi":"10.60692/9xxjs-qrp97","title":"Pre-supernova Alert System for Super-Kamiokande","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Supernova; Neutrino; Stars; Thermal; Energy (signal processing); Sensitivity (control systems); Low energy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009261157,0.0004473833,0.0003320087,0.001164358,0.0003232562,0.0005441243,0.0006321971,0.0006507164,0.005066417],"category_scores_gemma":[0.0009395964,0.0002338966,0.000204142,0.0003189085,0.0001656018,0.0006240928,0.000887341,0.0005339679,0.002336561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105686,"about_ca_system_score_gemma":0.0003624617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008013399,"about_ca_topic_score_gemma":0.001206959,"domain_scores_codex":[0.9996969,0.0000401922,0.00002062955,0.00008133571,0.0001068365,0.00005425458],"domain_scores_gemma":[0.9992847,0.00008707307,0.00008611422,0.0001199192,0.0003039462,0.000118169],"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":[0.004673522,0.0004542061,0.1093771,0.0004211981,0.0002126576,0.001525221,0.001027077,0.002977251,0.5315685,0.005634513,0.0386433,0.3034855],"study_design_scores_gemma":[0.0004270981,0.002338696,0.1227804,0.0001457269,0.0003149554,0.001883116,0.0004608783,0.1324033,0.5546183,0.003886262,0.1805281,0.0002132008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6226946,0.001589911,0.2528226,0.001263114,0.000758993,0.001036844,0.005021579,0.08147165,0.0333407],"genre_scores_gemma":[0.8997382,0.000155602,0.08515779,0.000450914,0.00009685349,0.0002202399,0.002685933,0.000375735,0.01111883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066417,"threshold_uncertainty_score":0.01694888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139964329685484,"score_gpt":0.1974590134314809,"score_spread":0.1760593701346261,"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."}}