{"id":"W2785965136","doi":"10.12927/whp.2017.25303","title":"The Collaboration Challenge: Global Partnerships to Achieve Global Goals","year":2017,"lang":"en","type":"article","venue":"World health & population","topic":"International Development and Aid","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Capitalism; Business; Social responsibility; Global health; Global challenges; Economic growth; Public relations; Political science; Economics; Economic policy; Health care; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001258427,0.00008583791,0.0001046561,0.00002304775,0.00443281,0.0004303845,0.0003508996,0.00004483545,0.00002574328],"category_scores_gemma":[0.0003562976,0.00007352386,0.00002982062,0.0002350295,0.00005897425,0.0003427531,0.00004957926,0.0000619642,0.0001171231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093604,"about_ca_system_score_gemma":0.0003740821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055728,"about_ca_topic_score_gemma":0.4472773,"domain_scores_codex":[0.9984599,0.0002029853,0.0002772388,0.0001863194,0.0005271819,0.0003463412],"domain_scores_gemma":[0.9991183,0.00004301321,0.0002932722,0.0002043069,0.0001736797,0.0001673825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004365583,0.00001218707,0.1014374,0.000003400398,0.00000501437,3.225138e-7,0.0008761676,0.00001108636,1.544531e-7,0.8612979,0.01289759,0.02341512],"study_design_scores_gemma":[0.0001233787,0.00002753432,0.637076,0.00002791576,0.000001910739,8.802466e-8,0.0004625562,0.00003227745,3.590823e-7,0.04137642,0.3207864,0.0000852137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05286293,0.0002351652,0.000174684,0.7942392,0.003228342,0.001013981,0.00003421783,0.0001066361,0.1481049],"genre_scores_gemma":[0.9937131,0.00009150433,0.0003898634,0.001309395,0.0006624009,0.00002976513,0.00003658416,0.000003981789,0.00376342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9408501,"threshold_uncertainty_score":0.9968633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08619656100963458,"score_gpt":0.4459184512755968,"score_spread":0.3597218902659622,"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."}}