{"id":"W4384699857","doi":"10.22617/fls230267-3","title":"Asian Development Outlook July 2023","year":2023,"lang":"en","type":"report","venue":"","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Asian Development Bank","keywords":"Quarter (Canadian coin); Investment (military); Consumption (sociology); Economics; Projection (relational algebra); Natural resource economics; Environmental science; Agricultural economics; Geography; Computer science; Political 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":[0.0004582397,0.001253667,0.0004065332,0.000925201,0.0007792777,0.003370335,0.0004792677,0.001274742,0.1666068],"category_scores_gemma":[0.0007213592,0.0002415587,0.0004038914,0.001999648,0.0002093419,0.001428545,0.001203224,0.001634964,0.19623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519241,"about_ca_system_score_gemma":0.005903836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03467666,"about_ca_topic_score_gemma":0.04468128,"domain_scores_codex":[0.9997517,0.00001771573,0.00001661052,0.00002060638,0.0001309698,0.000062335],"domain_scores_gemma":[0.9997,0.00001005605,0.00002011414,0.00001275074,0.0001938854,0.0000632665],"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":[0.00002118133,0.00001045128,0.0001816246,0.00007659924,0.000002523244,0.00002693976,0.0000132337,0.00005604623,0.0000578842,0.002034898,0.9700652,0.02745332],"study_design_scores_gemma":[0.000002888448,0.000004393135,0.0006988854,0.00006006866,0.000001500778,0.00001773721,0.00002815877,0.00001814784,0.00003864638,0.0003225475,0.9988048,0.000002256237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001109163,0.01065675,0.0005704354,0.01475031,0.01503359,0.0001483329,0.07027259,0.0009146981,0.8865441],"genre_scores_gemma":[0.007893994,0.01680661,0.001166587,0.00447776,0.001248746,0.0002904778,0.05762598,0.0003150945,0.9101748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1666068,"threshold_uncertainty_score":0.5573552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5428313865918344,"score_gpt":0.6060098159489381,"score_spread":0.06317842935710372,"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."}}