{"id":"W2062595771","doi":"10.1118/1.1943807","title":"Plastic scintillation dosimetry: Optimal selection of scintillating fibers and scintillators","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Scintillator; Scintillation; Dosimetry; Optics; Materials science; SIGNAL (programming language); Physics; Detector; Nuclear medicine; Medicine","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":[0.0001643917,0.0001458307,0.0002273153,0.00006114169,0.00009842501,0.00001684426,0.00008499966,0.00005977515,0.0003414755],"category_scores_gemma":[0.00004138582,0.0001358538,0.00005784447,0.0003124042,0.0001839194,0.0002078308,0.00004139431,0.0001994105,0.000002445048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003891146,"about_ca_system_score_gemma":0.00005753689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003424244,"about_ca_topic_score_gemma":0.000001111278,"domain_scores_codex":[0.9989057,0.00002342473,0.0002645855,0.0002316165,0.0003706788,0.0002039584],"domain_scores_gemma":[0.9993978,0.0001614205,0.0001562076,0.0001096475,0.00005661415,0.000118373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003747537,0.0001425229,0.3246318,0.00004897027,0.0001438039,3.890965e-7,0.0004470238,0.00739666,0.004302711,0.007510592,0.0006262206,0.6547118],"study_design_scores_gemma":[0.002702863,0.0005109748,0.02103223,0.0004908572,0.0001450333,0.00001002943,0.0001390627,0.4785888,0.4822147,0.005966735,0.007030425,0.001168302],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7153035,0.00003494608,0.2839057,0.00006291499,0.00007178447,0.0001047607,0.000003632683,0.00007108648,0.0004417126],"genre_scores_gemma":[0.9846944,0.000007195221,0.01439712,0.00003374964,0.0008141253,0.000004426364,0.000002826978,0.00002377053,0.00002240973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6535436,"threshold_uncertainty_score":0.5539959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006043540690173795,"score_gpt":0.2672713646487441,"score_spread":0.2612278239585703,"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."}}