{"id":"W2570299054","doi":"10.1088/1361-6560/62/2/669","title":"Simulation of scintillation light output in LYSO scintillators through a full factorial design","year":2017,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Scintillator; Lyso-; Scintillation; Optics; Specular reflection; Transmittance; Materials science; Reflector (photography); Detector; Photomultiplier; SIGNAL (programming language); Optoelectronics; Physics; Light source; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000246605,0.0001235638,0.0003273523,0.0001242122,0.0001001043,0.00001439909,0.0001368455,0.00009240655,0.00002200561],"category_scores_gemma":[0.0001469124,0.00009648863,0.00003241019,0.0001429672,0.0002437224,0.0001659747,0.00004883723,0.0001449682,0.000002261839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801927,"about_ca_system_score_gemma":0.00002106411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003651713,"about_ca_topic_score_gemma":0.00002069,"domain_scores_codex":[0.9991688,0.00005629933,0.0003199629,0.0002300822,0.00007140785,0.0001534911],"domain_scores_gemma":[0.9992011,0.0001725203,0.0002918469,0.0002561703,0.00005730499,0.00002102984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001788045,0.0001098997,0.7297632,0.00003102648,0.0000657136,9.083918e-7,0.002738108,0.08368412,0.007728293,0.0374485,0.0002207986,0.1380307],"study_design_scores_gemma":[0.008841389,0.001296949,0.1870437,0.0003289938,0.00006936012,0.000001031236,0.002446619,0.3320777,0.01379289,0.4437685,0.00944687,0.0008860021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726882,0.00005804072,0.02453356,0.0005984045,0.0005847585,0.0002235672,0.000003503214,0.00002203749,0.00128792],"genre_scores_gemma":[0.999233,0.00001923915,0.0002627331,0.00001729238,0.0004427264,0.000006141794,0.000001692149,0.000006241805,0.00001090105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5427194,"threshold_uncertainty_score":0.3934692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415957249350124,"score_gpt":0.4034335085678459,"score_spread":0.1618377836328335,"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."}}