{"id":"W3163043300","doi":"10.18154/rwth-2020-07569","title":"Theia: An advanced optical neutrino detector","year":2019,"lang":"en","type":"book-chapter","venue":"Repositório Comum (Repositório Científico de Acesso Aberto de Portugal)","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Alberta","funders":"","keywords":"Neutrino; Physics; Scintillator; Detector; Neutrino detector; Cherenkov radiation; Supernova; Particle physics; Solar neutrino; Cherenkov detector; Nuclear physics; Scintillation; Neutrino oscillation; Optics; Astronomy","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":[0.001033319,0.0006118253,0.0006512022,0.001106972,0.0007587596,0.002303874,0.002050265,0.00124744,0.006953163],"category_scores_gemma":[0.0009410551,0.0005073691,0.0007710316,0.0009986379,0.0005682037,0.001697874,0.002033515,0.001391881,0.002873274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163897,"about_ca_system_score_gemma":0.001723078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269443,"about_ca_topic_score_gemma":0.00189863,"domain_scores_codex":[0.9991361,0.00009386049,0.00003531759,0.0001880547,0.0004048585,0.0001417634],"domain_scores_gemma":[0.9994605,0.00006589368,0.00009922709,0.0001000395,0.0001777015,0.00009666328],"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":[0.003495184,0.0004349008,0.01777232,0.000704426,0.0002095659,0.0008520776,0.0004969517,0.007741061,0.4363126,0.1144078,0.08207423,0.3354988],"study_design_scores_gemma":[0.0004138264,0.0009795,0.004529929,0.0001435774,0.0002130536,0.003165371,0.0001733226,0.1047343,0.2447544,0.007831753,0.6326858,0.0003751987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1066609,0.002511108,0.6488538,0.001871054,0.001580608,0.001027126,0.005570541,0.02947502,0.2024498],"genre_scores_gemma":[0.3881216,0.0007537981,0.5510282,0.002056147,0.0003276841,0.0005832665,0.003717372,0.0006617479,0.05275022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006953163,"threshold_uncertainty_score":0.02326059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00879639557597966,"score_gpt":0.2270422722763107,"score_spread":0.218245876700331,"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."}}