{"id":"W1983949690","doi":"10.5367/000000007781698356","title":"Surveying the Need for Technology Management for Global Health Training Programmes","year":2007,"lang":"en","type":"article","venue":"Industry and Higher Education","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Profitability index; Training (meteorology); Public relations; Public health; Marketing; Knowledge management; Political science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008327753,0.00007358319,0.0001341942,0.00007545967,0.0001819811,0.0000562682,0.00009746409,0.000142274,0.00001742603],"category_scores_gemma":[0.00001482115,0.00007253206,0.00003276751,0.0001505524,0.00004573746,0.0000572378,0.00001767324,0.0001145911,0.000003698126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072545,"about_ca_system_score_gemma":0.00005494553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004785131,"about_ca_topic_score_gemma":0.00001603439,"domain_scores_codex":[0.9992344,0.000004000124,0.000282664,0.0001867087,0.000008247787,0.000283949],"domain_scores_gemma":[0.9996131,0.00004974599,0.0001469384,0.0001034794,0.00001507055,0.00007165966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001048483,0.00004203462,0.01108002,0.00002959465,0.00002372819,2.377354e-8,0.000111422,0.000001760846,2.833971e-7,0.7953877,0.002279196,0.1910338],"study_design_scores_gemma":[0.0003302609,0.00004139925,0.0536665,0.000008619739,0.000004537717,0.000001588936,0.0004801775,0.0000530634,0.00000572201,0.2062409,0.73908,0.00008715064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577024,0.01039125,0.01331985,0.3232826,0.005294178,0.00432816,0.0004170356,0.0001554688,0.06578749],"genre_scores_gemma":[0.9924145,0.0000493842,0.001619589,0.003938578,0.0004037932,0.0001945918,0.00002232096,0.000008781511,0.001348509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7368008,"threshold_uncertainty_score":0.2957772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521179783651123,"score_gpt":0.4071693464668992,"score_spread":0.2550513681017869,"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."}}