{"id":"W6995568541","doi":"","title":"Optical calibration of the SNO+ detector in the water phase with deployed sources","year":2021,"lang":"en","type":"article","venue":"Sussex Research Online (University of Sussex)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Detector; Photomultiplier; Scintillator; Calibration; Cherenkov radiation; Attenuation; Energy (signal processing); Attenuation coefficient","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006522482,0.0001124744,0.0002149998,0.0001549955,0.0002569889,0.00003867447,0.0007974719,0.00004450859,0.0002741536],"category_scores_gemma":[0.00001080089,0.00006229812,0.0001100489,0.0009871381,0.0006056227,0.0002297472,0.0004578612,0.0006829489,0.000005081351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003954432,"about_ca_system_score_gemma":0.0004133554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126153,"about_ca_topic_score_gemma":0.0008790518,"domain_scores_codex":[0.9975663,0.0005763522,0.0001440669,0.0002800366,0.000970177,0.0004630341],"domain_scores_gemma":[0.9984624,0.0003752907,0.0000484055,0.000553597,0.000479368,0.00008088841],"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":[0.002742521,0.01196504,0.1470578,0.0005575317,0.0006999534,0.000445537,0.02118939,0.001151603,0.6956929,0.0871574,0.001440398,0.02989991],"study_design_scores_gemma":[0.006109189,0.0006947773,0.01991989,0.0001473464,0.00005540066,0.000006004113,0.07383981,0.002896558,0.8904901,0.003183816,0.002335533,0.0003216197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939938,0.00001536076,0.0003921675,0.003928742,0.00001301655,0.0003460905,0.00006827007,0.000006699074,0.001235852],"genre_scores_gemma":[0.9989816,0.000006482606,0.0001750133,0.000007937617,0.00007156731,0.000001567089,0.00006347849,0.0000138078,0.0006785229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947972,"threshold_uncertainty_score":0.300179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221409686431033,"score_gpt":0.3247149077353081,"score_spread":0.2825008108709978,"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."}}