{"id":"W2267364070","doi":"","title":"Barry Edwards/Rod Kennedy scholarship report","year":2013,"lang":"en","type":"article","venue":"New Zealand journal of medical laboratory science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Management; Sociology; Library science; Political science; Law; Economics; 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":[0.005155019,0.0005104946,0.0005469043,0.00181856,0.006753115,0.005966434,0.001660262,0.006585291,0.1693342],"category_scores_gemma":[0.01895411,0.0003472902,0.0003727779,0.001505892,0.001073589,0.002348348,0.005267085,0.007328663,0.07764821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344237,"about_ca_system_score_gemma":0.02476298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02709813,"about_ca_topic_score_gemma":0.05079697,"domain_scores_codex":[0.994626,0.0004363784,0.0002579578,0.0003574537,0.003227686,0.001094511],"domain_scores_gemma":[0.9888709,0.0009299756,0.0003148607,0.000502463,0.003859671,0.005522039],"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":[0.000004632338,0.00002315302,0.0003581656,0.00001043631,7.151435e-7,0.00008815413,0.00005560935,0.000004581729,0.00001607986,0.002972282,0.9920913,0.004374989],"study_design_scores_gemma":[0.000004943131,0.00001537907,0.001794933,0.00006436814,0.000001310481,0.00008220509,0.0003065273,0.00001378245,0.00004262731,0.0005811011,0.9970847,0.000008135742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005145353,0.003761848,0.0003058761,0.4233701,0.03360618,0.0003794587,0.003785246,0.0005125789,0.5291333],"genre_scores_gemma":[0.01521588,0.00262836,0.0002923493,0.04250154,0.002975276,0.0002358233,0.001697568,0.0001313219,0.9343219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1693342,"threshold_uncertainty_score":0.5664795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159297633911954,"score_gpt":0.2714683767412318,"score_spread":0.2555386133500364,"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."}}