{"id":"W4402274744","doi":"10.1088/1748-0221/19/09/p09008","title":"Development, characterization and production of a novel water-based liquid scintillator based on the Surfactant TRITON™ X-100","year":2024,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Scintillator; Pulmonary surfactant; Characterization (materials science); Materials science; Production (economics); Environmental science; Physics; Nanotechnology; Optics; Detector","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":[0.0003030199,0.0003202833,0.000180169,0.000328824,0.0001446757,0.000418642,0.0002967923,0.0003957845,0.0004399947],"category_scores_gemma":[0.0003711143,0.0001448088,0.000202233,0.0002518155,0.0002337241,0.0003517119,0.0002337947,0.0003453694,0.0004309576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705521,"about_ca_system_score_gemma":0.000306056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005780297,"about_ca_topic_score_gemma":0.0008693447,"domain_scores_codex":[0.9998183,0.00001730858,0.00002050773,0.0000350755,0.00008727649,0.00002159023],"domain_scores_gemma":[0.9998128,0.0000260759,0.00005917787,0.00001758615,0.00005557105,0.00002885849],"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":[0.000006129382,0.000006287418,0.00005347278,0.00001666152,0.000001231542,0.00001591289,0.000006327871,0.00004335212,0.9990479,0.00003707842,0.000007410841,0.0007582975],"study_design_scores_gemma":[0.00000116783,0.00003341623,0.0001162003,0.000001260363,0.000001951458,0.00001593238,0.000004771565,0.0003049672,0.9987888,0.000004250788,0.0007259086,0.000001462598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614139,0.001060247,0.0349394,0.0001363848,0.00003549494,0.0001519377,0.0003880443,0.0003247914,0.001549795],"genre_scores_gemma":[0.9508443,0.001058421,0.04253,0.00004774005,0.00001096078,0.0001440173,0.0009005077,0.0001314252,0.004332515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005780297,"threshold_uncertainty_score":0.00196296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936624642311586,"score_gpt":0.2486927718152313,"score_spread":0.2293265253921154,"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."}}