{"id":"W1992083014","doi":"10.1088/0031-9155/48/19/003","title":"Response of LiF-TLD micro-rods around<sup>125</sup>I radioactive seed","year":2003,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thermoluminescent dosimeter; Radiochemistry; Rod; Materials science; Radionuclide; Nuclear medicine; Physics; Nuclear physics; Radiation; Chemistry; Medicine; Dosimeter","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":[],"consensus_categories":[],"category_scores_codex":[0.0008078896,0.000144265,0.0004402576,0.0001769735,0.00006597793,0.000003521503,0.0001462761,0.0001278162,0.00002890979],"category_scores_gemma":[0.00059482,0.0001097901,0.00002947996,0.0003479017,0.001137509,0.0000451616,0.00005188944,0.0001561466,0.00001191183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002656017,"about_ca_system_score_gemma":0.00002776276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004614547,"about_ca_topic_score_gemma":0.000004441596,"domain_scores_codex":[0.9987662,0.0003323398,0.0002874477,0.0002991701,0.00007049411,0.0002443338],"domain_scores_gemma":[0.9990068,0.0005219885,0.0001417288,0.0002402662,0.00005350876,0.00003570204],"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":[0.0002111015,0.00007040725,0.04211659,0.00001511209,0.000027982,0.000003113511,0.001939285,0.00001249638,0.9388375,0.01573945,0.0004707876,0.0005561612],"study_design_scores_gemma":[0.01179481,0.005055789,0.1636079,0.0003040592,0.0002333565,0.0001355177,0.03500516,0.0006297096,0.5402589,0.1900306,0.05156805,0.001376105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969658,0.0009564144,0.000164128,0.001150392,0.0001425267,0.0001329028,0.00001691056,0.00003848609,0.0004324888],"genre_scores_gemma":[0.9981115,0.0002913511,0.0009909512,0.0004801999,0.00007305707,0.00001157156,0.000004036398,0.000009870088,0.00002750269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3985786,"threshold_uncertainty_score":0.4477111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09890043699552034,"score_gpt":0.3508593559025365,"score_spread":0.2519589189070162,"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."}}