{"id":"W1983837594","doi":"10.1088/1742-6596/444/1/011001","title":"7th International Conference on 3D Radiation Dosimetry (IC3DDose)","year":2013,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dosimetry; Library science; Medical physics; Medicine; Nuclear medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004537197,0.001269424,0.001193243,0.003018153,0.0008965697,0.004055341,0.002015154,0.002418808,0.06589782],"category_scores_gemma":[0.004217478,0.0004737024,0.001254421,0.00182081,0.001196194,0.002009129,0.003783615,0.003062133,0.03717902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792468,"about_ca_system_score_gemma":0.003772047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003067252,"about_ca_topic_score_gemma":0.003274072,"domain_scores_codex":[0.9967532,0.0005573514,0.0001888758,0.0004417047,0.001736838,0.0003220084],"domain_scores_gemma":[0.9955532,0.0005421236,0.0001286536,0.0006143274,0.002514842,0.0006468242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002594029,0.0001004093,0.001179734,0.0004943712,0.00006494667,0.0002302878,0.0001522018,0.002729736,0.008597958,0.01841357,0.3906097,0.5771676],"study_design_scores_gemma":[0.000007412721,0.00004422349,0.0006501333,0.000145395,0.00001576978,0.0003881879,0.00003110834,0.001655525,0.003537602,0.002851563,0.9906504,0.00002275739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01198374,0.1174895,0.3264253,0.0179204,0.07227358,0.000724141,0.004912226,0.009769064,0.438502],"genre_scores_gemma":[0.08949196,0.09018485,0.1977772,0.00766862,0.01410113,0.0008571448,0.01647682,0.005575628,0.5778667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06589782,"threshold_uncertainty_score":0.2204502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171813334340715,"score_gpt":0.2822637481895303,"score_spread":0.2650824147554587,"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."}}