{"id":"W3043169171","doi":"10.2184/lsj.40.3_171","title":"Survey Meter Using Novel Inorganic Scintillators","year":2012,"lang":"en","type":"article","venue":"The Review of Laser Engineering","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Scintillator; Materials science; Scintillation; Yield (engineering); Doping; Luminescence; Crystal (programming language); Optics; Optoelectronics; Physics; Detector; Composite material","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":[0.0005222082,0.0005795615,0.0003707336,0.0007518682,0.0001786079,0.0005202668,0.0008723327,0.0007604974,0.001008865],"category_scores_gemma":[0.0005677998,0.0003571577,0.000311874,0.0008973244,0.0002418159,0.0009316733,0.0004082246,0.0003433681,0.0005774249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005128447,"about_ca_system_score_gemma":0.0003478853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004721899,"about_ca_topic_score_gemma":0.0008909056,"domain_scores_codex":[0.9994313,0.00005538048,0.00003301062,0.0001552902,0.0002850744,0.00003990154],"domain_scores_gemma":[0.9996312,0.00007157925,0.00009998502,0.00003364342,0.000140914,0.00002265854],"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":[0.0001779966,0.00003027442,0.002082515,0.0003866586,0.000028427,0.0002339088,0.0000813482,0.0004458085,0.9475028,0.00205339,0.0008197739,0.04615702],"study_design_scores_gemma":[0.00002341029,0.0002334641,0.002183699,0.00002257144,0.00003949103,0.0007446785,0.00003848513,0.005016311,0.9672828,0.0001402109,0.02423589,0.00003907236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.411038,0.009612176,0.5551564,0.00064219,0.0005997299,0.0003722649,0.0008626847,0.005175212,0.01654149],"genre_scores_gemma":[0.6702721,0.003361553,0.3092948,0.0002869428,0.0001084652,0.000166477,0.0006669772,0.0001481459,0.01569475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001008865,"threshold_uncertainty_score":0.003720939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848645111391878,"score_gpt":0.2630177149386746,"score_spread":0.2345312638247558,"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."}}