{"id":"W2062201737","doi":"10.1002/jps.21495","title":"The Global Access Initiative at the University of British Columbia (UBC): Availability of UBC Discoveries and Technologies to the Developing World","year":2008,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Mandate; Library science; Columbia university; Political science; Emerging technologies; Engineering management; Engineering ethics; Engineering; Computer science; Sociology; Media studies; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001639445,0.00005813252,0.0002343818,0.0000271126,0.0009966304,0.00008229382,0.0006956999,0.00002126929,0.00004963617],"category_scores_gemma":[0.001552167,0.00003365258,0.00006813301,0.0009099407,0.006889535,0.0002757857,0.0008173625,0.0002272972,9.759347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543072,"about_ca_system_score_gemma":0.0003425084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007163421,"about_ca_topic_score_gemma":0.01950539,"domain_scores_codex":[0.9984627,0.0001606348,0.0002765698,0.0001300342,0.0007416455,0.0002284078],"domain_scores_gemma":[0.99838,0.000877078,0.0002075331,0.0001083971,0.0003566198,0.00007039128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002891154,0.00006482951,0.9591354,0.00004666111,0.0001299603,0.00005709052,0.0006841574,0.000008363763,0.0002227845,0.0002691897,0.01817232,0.0209201],"study_design_scores_gemma":[0.0004571249,0.0002659544,0.9586213,0.0001462534,0.0000520163,0.0002359113,0.007342855,0.00004293389,0.001317913,0.00107277,0.03038621,0.00005877233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523037,0.002338414,0.00005980932,0.04366875,0.0000725725,0.0002309935,0.00001972875,0.000006148124,0.001299858],"genre_scores_gemma":[0.9945274,0.004733437,0.0002937969,0.0001864753,0.00002219497,7.4347e-7,4.415069e-8,0.000001483351,0.0002344134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04348227,"threshold_uncertainty_score":0.9983861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225632014356152,"score_gpt":0.3953659863209905,"score_spread":0.2728027848853753,"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."}}