{"id":"W3163268953","doi":"10.48550/arxiv.2011.12924","title":"Development, characterisation, and deployment of the SNO+ liquid scintillator","year":2020,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; Laurentian University; University of Alberta; Queen's University","funders":"","keywords":"Scintillator; Linear alkylbenzene; Materials science; Yield (engineering); Solvent; Liquid scintillation counting; Detector; Optics; Physics; Radiochemistry; Chemistry; Composite material; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000575836,0.000171298,0.0001834523,0.00003582312,0.0001207033,0.0003705169,0.0003698297,0.00003003607,0.0003055292],"category_scores_gemma":[0.000007849742,0.0001301926,0.00008509323,0.000330608,0.00009047708,0.001248134,0.0005424559,0.0002548702,0.0002878735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009216204,"about_ca_system_score_gemma":0.0001607313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001146629,"about_ca_topic_score_gemma":5.550224e-8,"domain_scores_codex":[0.9988015,0.0000387019,0.000316425,0.0002802628,0.0003117136,0.0002513904],"domain_scores_gemma":[0.9993428,0.00004532999,0.0001295282,0.0002187364,0.00003654905,0.0002270709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001855413,0.0001965684,0.944975,0.0001031824,0.000144231,0.000001585354,0.0003102802,0.000003707709,0.01567285,0.020781,0.0007983629,0.01682765],"study_design_scores_gemma":[0.0006487794,0.0000738512,0.04928426,0.00006802538,0.00001260536,6.607857e-7,0.00008114379,0.00003236722,0.7180756,0.001043218,0.2303287,0.0003507316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891409,0.00001952064,0.00006538929,0.001156608,0.00002989919,0.00026465,0.0005506556,0.00004901551,0.008723325],"genre_scores_gemma":[0.999184,0.000001111209,0.0001202892,0.0002715137,0.00014818,0.00001619798,0.00008024532,0.00004044082,0.0001380469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8956908,"threshold_uncertainty_score":0.5309099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992783018503986,"score_gpt":0.2263407818604111,"score_spread":0.2064129516753712,"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."}}