{"id":"W2104426367","doi":"10.1016/j.jmir.2009.09.002","title":"Managing Research—A Guide to Research Infrastructure","year":2009,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Business; Cover (algebra); Knowledge management; Engineering management; Research program; Process management; Data management; Computer science; Engineering","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":[0.04340082,0.001771615,0.001196718,0.007302332,0.006326799,0.02919184,0.006880593,0.01071376,0.02090731],"category_scores_gemma":[0.07065662,0.002024547,0.001326641,0.005357759,0.0123208,0.02537251,0.0110788,0.01162186,0.01769682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115724,"about_ca_system_score_gemma":0.06458138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009372314,"about_ca_topic_score_gemma":0.01315055,"domain_scores_codex":[0.9652944,0.01818797,0.00390414,0.001327793,0.009901628,0.001384039],"domain_scores_gemma":[0.9382004,0.02792263,0.003561747,0.004984341,0.01662389,0.008707033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002887079,0.000225697,0.0009335533,0.0005290753,0.00003566553,0.0003872149,0.002007867,0.001920426,0.0005655395,0.3831445,0.4003034,0.2099183],"study_design_scores_gemma":[0.00003057624,0.00006397638,0.0005374973,0.0009931496,0.00001500766,0.0003736024,0.002043142,0.001177091,0.0002678215,0.2256509,0.7687953,0.00005193709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001164992,0.02103757,0.3469319,0.4396009,0.004090226,0.002118426,0.0004393123,0.002476725,0.18214],"genre_scores_gemma":[0.03908497,0.05175971,0.736608,0.04568571,0.00580039,0.004350428,0.0008159456,0.00130577,0.1145891],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04340082,"threshold_uncertainty_score":0.2295282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05394855114076901,"score_gpt":0.4806631457965888,"score_spread":0.4267145946558197,"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."}}