{"id":"W3021516976","doi":"","title":"Bachelor of Science in Medical Physics Program at Ryerson University","year":2006,"lang":"en","type":"article","venue":"AAS","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bachelor; Library science; Computer science; Engineering physics; Engineering; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345426,0.0000347253,0.0001028816,0.00003522689,0.00004235611,4.896344e-7,0.00008035659,0.00005304925,0.00009619943],"category_scores_gemma":[0.00002794754,0.00002914345,0.00001965772,0.0002929162,0.001078221,0.00004469118,0.00002192002,0.00008542358,0.000004823682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145173,"about_ca_system_score_gemma":0.0001378371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004544557,"about_ca_topic_score_gemma":0.00006779669,"domain_scores_codex":[0.9995404,0.00001156845,0.00005928134,0.0001010397,0.0001764309,0.0001112115],"domain_scores_gemma":[0.9997837,0.00003994109,0.00002732146,0.00008590244,0.0000245565,0.00003860291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003366434,0.001107822,0.6992719,0.00004250429,0.00001126341,0.0003135093,0.0004152084,0.00001135801,0.002780611,0.004272327,0.00150164,0.2899353],"study_design_scores_gemma":[0.00653677,0.001203382,0.8041684,0.0001524105,0.00003648306,0.0001295442,0.0004289424,0.001842432,0.02000236,0.00133467,0.1639628,0.0002018577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734548,0.0001215483,0.0004090666,0.000671442,0.0001314649,0.0001364031,6.290723e-7,0.00002243882,0.02505216],"genre_scores_gemma":[0.9944091,0.00005763861,0.003795614,0.0001095332,0.0001166502,6.972239e-7,0.000002124416,0.000002815315,0.001505792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897334,"threshold_uncertainty_score":0.3972752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048828997979504,"score_gpt":0.3517471153372921,"score_spread":0.341258825357497,"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."}}