{"id":"W2082063068","doi":"10.1136/bmj.f2622","title":"Report card assesses contribution to global health of leading US and Canadian universities","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Report card; Political science; Psychology; Pedagogy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01051546,0.000814917,0.0004821994,0.01553818,0.003325766,0.003113734,0.002349738,0.0006307025,0.01194256],"category_scores_gemma":[0.03226621,0.0003747881,0.0007193824,0.015274,0.0009052637,0.001362395,0.00277782,0.000930997,0.002141704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0314143,"about_ca_system_score_gemma":0.08258494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9284105,"about_ca_topic_score_gemma":0.9581511,"domain_scores_codex":[0.9824003,0.001325746,0.0009344236,0.0004042891,0.01250046,0.002434817],"domain_scores_gemma":[0.9280827,0.002721245,0.004720063,0.001296646,0.05604609,0.007133236],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002886144,0.0002289348,0.4791926,0.0006398243,0.0001825825,0.00008517142,0.00242616,0.000956807,0.000345782,0.006518268,0.3840644,0.1250708],"study_design_scores_gemma":[0.00004889895,0.0001381468,0.8298121,0.0001954188,0.00008428056,0.00006007398,0.003945072,0.0008121288,0.0007309198,0.0004122409,0.1636659,0.00009476659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3160813,0.001496483,0.002084859,0.01283539,0.0007467652,0.003707904,0.3430501,0.0008523232,0.3191449],"genre_scores_gemma":[0.7451959,0.003174484,0.01027931,0.001847914,0.0003931161,0.001565868,0.1631167,0.0001859442,0.07424077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894845,"threshold_uncertainty_score":0.2279277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518988489666678,"score_gpt":0.3372164380786455,"score_spread":0.3120265531819787,"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."}}