{"id":"W2130357687","doi":"10.1093/rpd/ncq581","title":"Single-aliquot EPR dosimetry of wallboard (drywall)","year":2011,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Atomic Energy (Canada)","funders":"","keywords":"Electron paramagnetic resonance; Irradiation; Materials science; Annealing (glass); Dosimetry; Radiochemistry; Isothermal process; Gypsum; Radiation; Nuclear medicine; Thermoluminescence; Nuclear chemistry; Chemistry; Composite material; Nuclear magnetic resonance; Optics; Medicine; Nuclear physics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005106448,0.0002428389,0.0003041456,0.0001335455,0.0002085812,0.00004713187,0.0002625427,0.000272499,0.002256481],"category_scores_gemma":[0.0002349946,0.0001217962,0.0002087555,0.001351571,0.00007642334,0.0004006727,0.00004575189,0.0002198429,0.0001379499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009820912,"about_ca_system_score_gemma":0.00001558469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005554066,"about_ca_topic_score_gemma":0.00002318736,"domain_scores_codex":[0.998048,0.0002289662,0.0005506817,0.0004367954,0.0004120618,0.0003235117],"domain_scores_gemma":[0.9989616,0.0001569585,0.0004558283,0.0001552053,0.0001049739,0.0001654057],"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":[0.0001286606,0.0004315994,0.01321901,0.00003126193,0.00006148326,0.000001667393,0.0001746463,0.00001152481,0.6218966,0.0006569778,0.0002948203,0.3630917],"study_design_scores_gemma":[0.0003892689,0.0008425735,0.2761358,0.00002310167,0.00003799491,0.000009009767,0.00008874839,0.0004892293,0.7140809,0.0004025498,0.007156173,0.0003446738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920491,0.0003789887,0.001053624,0.0001635556,0.0005566729,0.0007476021,0.0000288676,0.0002589854,0.00476263],"genre_scores_gemma":[0.9987664,0.00002970775,0.0002680099,0.0002346996,0.0003139878,0.0000539994,0.00003714427,0.000004733522,0.000291282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362747,"threshold_uncertainty_score":0.9986556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937465595167396,"score_gpt":0.2020657738916299,"score_spread":0.1626911179399559,"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."}}