{"id":"W2804065349","doi":"10.1139/cjp-2017-0923","title":"Determination of effective atomic numbers and electron densities for some synthesized triazoles from the measured total mass attenuation coefficients at different energies","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Radiation Shielding Materials Analysis","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atomic number; Physics; Attenuation; Effective atomic number; Electron; Atomic physics; Photon; Attenuation length; Atomic mass; Atom (system on chip); Photon energy; Electron density; Computational physics; Nuclear physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003858916,0.0001024853,0.0002758809,0.00006190147,0.000198962,0.0000920372,0.0001230184,0.00003738795,0.00002028669],"category_scores_gemma":[0.0002610911,0.00007528759,0.00008409701,0.00006237153,0.0001691235,0.0001857342,0.000008067931,0.00003420366,0.000002124685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438326,"about_ca_system_score_gemma":0.000128924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153638,"about_ca_topic_score_gemma":0.003253371,"domain_scores_codex":[0.9990723,0.0001785265,0.0002892025,0.0001103042,0.0001903359,0.0001593311],"domain_scores_gemma":[0.9985775,0.0004708118,0.0004789397,0.0001058098,0.0002789074,0.00008797492],"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":[0.0001497813,0.000006736325,0.0009002807,0.00001088181,0.00004843616,6.994697e-7,0.001311702,0.0002132447,0.9951573,0.0002958188,0.00009037441,0.00181474],"study_design_scores_gemma":[0.0005559944,0.0001058088,0.007260437,0.0000489029,0.0001705138,0.000003294908,0.0001710127,0.001328871,0.9877799,0.002471498,0.00001889373,0.00008493177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993634,0.0001073208,0.005493078,0.0001071554,0.0003910193,0.0001614347,0.00009960125,0.000003373559,0.000002947849],"genre_scores_gemma":[0.9992637,0.000006817729,0.0002783267,0.00003079532,0.0003849296,0.000007133081,0.000006862975,0.00001116087,0.00001029002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007377463,"threshold_uncertainty_score":0.3070139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119403021571966,"score_gpt":0.2341297365743029,"score_spread":0.2229357063585833,"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."}}