{"id":"W2765592571","doi":"10.1139/cjc-2017-0211","title":"High-loaded and transparent La<sub><i>x</i></sub>Ce<sub>1-</sub><sub><i>x</i></sub>F<sub>3</sub> — polystyrene nanocomposite scintillators for radiation detection","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanocomposite; Scintillator; Polystyrene; Luminescence; Nanoparticle; Spectral line; Photoelectric effect; Materials science; Polymer; Nanotechnology; Chemistry; Analytical Chemistry (journal); Optoelectronics; Physics; Optics; Composite material; Detector","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005631845,0.000730806,0.0009074644,0.0004964578,0.001483466,0.0007713493,0.0007126593,0.0005913915,0.00002281514],"category_scores_gemma":[0.0001468744,0.0008032945,0.0006037239,0.0003804126,0.0004679211,0.000763048,0.00005131122,0.0009799903,0.0000153519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052588,"about_ca_system_score_gemma":0.0009063622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625677,"about_ca_topic_score_gemma":0.001172423,"domain_scores_codex":[0.9963976,0.00009500581,0.001206728,0.0007683291,0.0005258896,0.001006449],"domain_scores_gemma":[0.995744,0.000142178,0.001623724,0.0008126246,0.0004435809,0.001233837],"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":[0.0001012093,0.00004109527,0.002729951,0.00009566442,0.0002874203,0.00002185237,0.0001808579,0.0007292767,0.8919469,0.00002849731,0.001187604,0.1026497],"study_design_scores_gemma":[0.00251493,0.0001434243,0.009163608,0.0001895511,0.0002266299,0.0001375279,0.0002853143,0.0003777643,0.9830888,0.0004829331,0.002588098,0.0008014564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950778,0.000447057,0.001188349,0.001045577,0.001180282,0.0004675319,0.0003034801,0.0001065387,0.0001833191],"genre_scores_gemma":[0.9981611,0.0002469126,0.00005683576,0.0001269018,0.001183968,0.00006195837,0.00003443927,0.0001158164,0.0000120755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018483,"threshold_uncertainty_score":0.9998165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008221696677156798,"score_gpt":0.209107891019888,"score_spread":0.2008861943427312,"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."}}