{"id":"W7116437058","doi":"10.5287/ora-6qb9jezjj","title":"Supernova neutrinos and measurement of liquid scintillator backgrounds in SNO+","year":2022,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutrino; Supernova; Scintillator; Neutrino detector; Cosmic ray; Coincidence; Type II supernova; Observatory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922656,0.0003026755,0.0002365626,0.0005900391,0.0002420322,0.0006011632,0.0003054261,0.0002787696,0.0006472033],"category_scores_gemma":[0.0006940931,0.000193089,0.0001674051,0.0005351675,0.0002023473,0.0001833729,0.000393125,0.0002433163,0.0002497663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683297,"about_ca_system_score_gemma":0.0003362909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658494,"about_ca_topic_score_gemma":0.00511305,"domain_scores_codex":[0.9996616,0.00003950592,0.0000131766,0.00008347021,0.0001634804,0.00003870314],"domain_scores_gemma":[0.9997416,0.00005217925,0.00007944801,0.00002168506,0.0000783635,0.00002661751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001130336,0.00006268722,0.1283076,0.0001130232,0.00007406943,0.0005628237,0.0003568417,0.002576629,0.8448386,0.001674484,0.0003195379,0.01998341],"study_design_scores_gemma":[0.00003087899,0.0009576573,0.1503898,0.00005044735,0.00009022009,0.0007907547,0.0003460522,0.01454893,0.8228638,0.0005452655,0.009343819,0.00004232246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910852,0.0003625707,0.005268096,0.00001809018,0.00001095826,0.00002931559,0.0002982142,0.0001600958,0.002767347],"genre_scores_gemma":[0.9927979,0.0003714857,0.004424942,0.00003488406,0.000006107434,0.00002988189,0.0006895468,0.00004373497,0.001601401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658494,"threshold_uncertainty_score":0.005286038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317738533918222,"score_gpt":0.2791308467719469,"score_spread":0.2459534614327647,"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."}}