{"id":"W2970794242","doi":"10.1109/ted.2019.2935690","title":"Characterization of SiPM Avalanche Triggering Probabilities","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; TRIUMF; Queen's University; University of British Columbia","funders":"","keywords":"Silicon photomultiplier; Photon; Cherenkov radiation; Detector; Avalanche photodiode; Photodetector; Scintillation; Photonics","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":[0.00007036293,0.0001182223,0.0001730423,0.0001588236,0.00006636153,0.0000248937,0.0001053648,0.00005014949,0.0006715048],"category_scores_gemma":[6.488129e-7,0.0001103367,0.00009610748,0.0002559274,0.00002826784,0.0001949053,5.405902e-7,0.0001550473,0.00008057939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002861556,"about_ca_system_score_gemma":0.000031462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184838,"about_ca_topic_score_gemma":0.000007307597,"domain_scores_codex":[0.9992649,0.00002629527,0.0002229884,0.0001854922,0.0001311037,0.0001692129],"domain_scores_gemma":[0.9995642,0.00003709872,0.0001243935,0.000200856,0.00004995502,0.00002350567],"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":[0.000158404,0.0004768402,0.01571216,0.0001748862,0.0003456563,1.946024e-7,0.00087576,0.01879821,0.8604722,0.004104101,0.00002948116,0.09885212],"study_design_scores_gemma":[0.000315841,0.0001801837,0.002750766,0.00002276263,0.00001781522,5.480159e-7,0.0002396204,0.002362418,0.9916284,0.0002027247,0.002119216,0.0001596648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846031,0.000009276609,0.01343417,0.00009548495,0.0002325936,0.0002517554,0.00001630221,0.0001332086,0.001224092],"genre_scores_gemma":[0.9986039,0.000007167062,0.0000414764,0.000017903,0.00002739947,0.00003654776,0.000002257038,0.00001275747,0.001250562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311563,"threshold_uncertainty_score":0.7352506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006385154915900733,"score_gpt":0.2144567155469123,"score_spread":0.2080715606310115,"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."}}