{"id":"W641353295","doi":"","title":"Science for life: an evaluation of New Zealand's health research investment system based on international benchmarks","year":2004,"lang":"en","type":"article","venue":"Research Online (University of Wollongong)","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; Medical Research Council; Foundation for Research, Science and Technology; Health Canada; National Health and Medical Research Council; National Science Foundation","keywords":"Government (linguistics); Stakeholder; Diversity (politics); Political science; Relation (database); Investment (military); Management science; Business; Environmental resource management; Public relations; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2339799,0.001605646,0.001691727,0.009784255,0.00295736,0.01106064,0.004152896,0.002187624,0.005615966],"category_scores_gemma":[0.2263699,0.000585138,0.001560369,0.009306794,0.00364757,0.006406124,0.008614416,0.002870382,0.0006517534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04457477,"about_ca_system_score_gemma":0.07099205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2247976,"about_ca_topic_score_gemma":0.1583275,"domain_scores_codex":[0.8359299,0.08351887,0.01496977,0.003361145,0.05738896,0.004831266],"domain_scores_gemma":[0.8240248,0.0511364,0.01554723,0.01060852,0.08064537,0.01803771],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008844307,0.002997359,0.1661297,0.006371785,0.001406571,0.0007024042,0.01107274,0.02059588,0.002069986,0.07742967,0.08742727,0.6149523],"study_design_scores_gemma":[0.006087839,0.01571905,0.5678383,0.005371787,0.001505445,0.0006067144,0.01876452,0.0356015,0.004213291,0.02527272,0.318306,0.0007129045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3891701,0.01001628,0.02209721,0.1136954,0.002740011,0.02059218,0.008755072,0.001493543,0.4314401],"genre_scores_gemma":[0.9062423,0.004658997,0.0571685,0.004915298,0.0003712174,0.006503783,0.007032035,0.0003680807,0.01273987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7660201,"threshold_uncertainty_score":0.9446391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3342708120144772,"score_gpt":0.4085174660125837,"score_spread":0.07424665399810654,"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."}}