{"id":"W2624338483","doi":"10.1088/1742-6596/847/1/012049","title":"Tetrazolium salt monomers for gel dosimetry II: Dosimetric characterization of the ClearView™ 3D dosimeter","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Varian Medical Systems","keywords":"Dosimeter; Dosimetry; Irradiation; Nuclear medicine; Radiochemistry; Materials science; Chemistry; Medicine","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":[0.0001788202,0.0001934159,0.0004221743,0.00008182167,0.0004148567,0.0001201809,0.0007181405,0.00004939391,0.00006028185],"category_scores_gemma":[0.00002777664,0.0001383875,0.0002796818,0.0001490151,0.0002406953,0.0011515,0.0001035785,0.0002315366,4.114084e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024524,"about_ca_system_score_gemma":0.0001351157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001264095,"about_ca_topic_score_gemma":4.156728e-7,"domain_scores_codex":[0.9989311,0.00003545278,0.0004657551,0.0001400917,0.0002248597,0.0002027779],"domain_scores_gemma":[0.9972584,0.00004900094,0.001749634,0.0004867331,0.0004013801,0.0000548449],"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":[0.0001576408,0.0002041898,0.02463226,0.00005786621,0.000289276,3.031306e-7,0.000544331,0.00001345032,0.5368921,0.02568013,0.000106316,0.4114221],"study_design_scores_gemma":[0.0005087278,0.0003090406,0.02496775,0.0001100137,0.00007750637,0.000001606357,0.00004771962,0.00009190386,0.9607719,0.008019875,0.00490745,0.0001864956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5043675,0.00004889986,0.4932339,0.000365245,0.0006478145,0.000446692,0.0001289454,0.00001622578,0.0007448086],"genre_scores_gemma":[0.9936106,0.00007501316,0.005462086,0.00003973833,0.0005523239,0.00001132392,0.000005739854,0.0000290788,0.0002140823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4892431,"threshold_uncertainty_score":0.564328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967099164934321,"score_gpt":0.2796003435756949,"score_spread":0.2599293519263516,"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."}}