{"id":"W2106730883","doi":"10.1016/j.jmir.2011.06.002","title":"Perceptions of Educational Climate in a Canadian Medical Radiation Science Programme","year":2011,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perception; Medical education; Medical radiation; Radiation Therapist; Psychology; Medical science; Medicine; Medical physics; Radiation therapy; Radiology","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":[0.004635365,0.0003223157,0.0004355355,0.001662735,0.02224092,0.005672704,0.001932621,0.001417483,0.005800123],"category_scores_gemma":[0.007993536,0.000384604,0.0005611532,0.002163818,0.005505845,0.0008719907,0.00413271,0.004711478,0.0003081665],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05759595,"about_ca_system_score_gemma":0.0759998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9408494,"about_ca_topic_score_gemma":0.9772416,"domain_scores_codex":[0.9925488,0.001318093,0.0001357474,0.0002448479,0.001974873,0.003777594],"domain_scores_gemma":[0.9757844,0.001560677,0.001705461,0.0001402821,0.003881955,0.01692724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000483658,0.001557369,0.3850617,0.000124987,0.0000729789,0.001250204,0.5711969,0.0003804813,0.001527183,0.004416936,0.01219847,0.02172918],"study_design_scores_gemma":[0.00002991525,0.0002492941,0.3541613,0.0001371475,0.00002094844,0.0001228877,0.6235409,0.0003243009,0.0002071749,0.0003120702,0.02081637,0.00007761703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851679,0.0001490784,0.0000642941,0.004352387,0.00008186666,0.00005142131,0.00006514964,0.000005337379,0.01006256],"genre_scores_gemma":[0.996673,0.0001201431,0.00005654185,0.0006715599,0.00001638623,0.00001394662,0.0000323945,0.000004747071,0.002411161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.942404,"threshold_uncertainty_score":0.4178898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197884556480673,"score_gpt":0.414493798131632,"score_spread":0.3925149525668253,"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."}}