{"id":"W2163894579","doi":"10.1088/1742-6596/250/1/012076","title":"Improvement in the accuracy of polymer gel dosimeters using scintillating fibers","year":2010,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Dosimeter; Calibration curve; Calibration; Materials science; Optics; Analytical Chemistry (journal); Radiation; Physics; Chemistry; Chromatography; Detection limit","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":[0.004421973,0.001643469,0.001056339,0.001536339,0.0003766006,0.001058126,0.002062913,0.001611834,0.0009074456],"category_scores_gemma":[0.007324744,0.0009226605,0.00056599,0.001113701,0.0008468525,0.001477432,0.001314679,0.001476078,0.001040231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007774682,"about_ca_system_score_gemma":0.0005247603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007652704,"about_ca_topic_score_gemma":0.001035225,"domain_scores_codex":[0.9944065,0.001135621,0.0002546768,0.001286889,0.002710011,0.0002063606],"domain_scores_gemma":[0.9940206,0.002332687,0.0009975747,0.001129751,0.001440087,0.00007921622],"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":[0.0003628943,0.0000414312,0.004767003,0.0002254779,0.00006221185,0.00004441694,0.0001524348,0.001507715,0.9408352,0.0005178461,0.0001500831,0.05133319],"study_design_scores_gemma":[0.00001323366,0.0003157081,0.002928044,0.00002593015,0.00006739386,0.0002169486,0.00002618708,0.00677618,0.987678,0.0001393209,0.001778946,0.00003418496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3588899,0.007973221,0.6260988,0.0003091984,0.0003497658,0.0001303537,0.0002350636,0.003452818,0.002560971],"genre_scores_gemma":[0.6012954,0.002611683,0.3918166,0.0001803343,0.0001100402,0.0001270068,0.0003029392,0.0004597534,0.003096242],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004421973,"threshold_uncertainty_score":0.02338594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186421811304717,"score_gpt":0.2976318243440418,"score_spread":0.2789896432135701,"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."}}