{"id":"W7100123228","doi":"","title":"Research productivity in New Zealand university economics departments","year":2000,"lang":"en","type":"article","venue":"","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Ranking (information retrieval); Rank (graph theory); Quarter (Canadian coin); Affect (linguistics); Applied economics","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008292477,0.0004641046,0.0008785839,0.02525611,0.001527904,0.006291323,0.001066386,0.0006098002,0.007361706],"category_scores_gemma":[0.05755043,0.0004763449,0.0005146494,0.03035994,0.001544407,0.0023658,0.002606477,0.0008511361,0.001680376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724771,"about_ca_system_score_gemma":0.01350256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1832994,"about_ca_topic_score_gemma":0.2069263,"domain_scores_codex":[0.9881681,0.001214068,0.001670939,0.001016376,0.006147115,0.001783425],"domain_scores_gemma":[0.9184757,0.0109783,0.0231909,0.002138774,0.03341731,0.01179894],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009309319,0.0001321806,0.7648931,0.001434168,0.0003938077,0.0008184287,0.0204485,0.0008612855,0.004878423,0.005921547,0.01613684,0.1831509],"study_design_scores_gemma":[0.00003315396,0.000110042,0.975674,0.0001243867,0.00004375944,0.0001410815,0.003687899,0.0002608702,0.0006946708,0.0003741221,0.01882377,0.00003222885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266282,0.008616806,0.0005822388,0.004213611,0.0001639138,0.0001377392,0.003717042,0.000103362,0.055837],"genre_scores_gemma":[0.9777862,0.005706569,0.001173602,0.0001930123,0.0001267551,0.0001105716,0.002037788,0.0000354691,0.01282996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917075,"threshold_uncertainty_score":0.3644649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213578944342227,"score_gpt":0.4577669461539269,"score_spread":0.3364090517197043,"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."}}