{"id":"W2188466777","doi":"","title":"Partners in Progress: S&T Productivity in NRC and Canada's Research Universities","year":2002,"lang":"en","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Government (linguistics); Productivity; Work (physics); Private sector; Research council; Political science; Business; Public administration; Public relations; Economic growth; Economics; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.007023166,0.0002378851,0.0005670557,0.008440916,0.005809639,0.01054194,0.001143941,0.001234651,0.00825092],"category_scores_gemma":[0.03919775,0.0002511068,0.0003704392,0.01955749,0.002530711,0.00252732,0.004276908,0.001387753,0.0008801403],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05306127,"about_ca_system_score_gemma":0.0981602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.933322,"about_ca_topic_score_gemma":0.9538902,"domain_scores_codex":[0.9885394,0.001114353,0.0004282437,0.0007252867,0.005766508,0.003426213],"domain_scores_gemma":[0.9441011,0.008538588,0.005769154,0.001070532,0.02101769,0.0195029],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005196779,0.000210788,0.6790239,0.0002618578,0.0001108713,0.000662917,0.02162074,0.002521009,0.0006217245,0.0763571,0.04704797,0.1710415],"study_design_scores_gemma":[0.00007756922,0.0001646131,0.8554404,0.0002032786,0.0001241218,0.000233334,0.04850801,0.003185855,0.001351336,0.00555578,0.08505597,0.00009963849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871253,0.003341153,0.001293052,0.02103146,0.0001963478,0.0001523531,0.004741102,0.0002829978,0.1818362],"genre_scores_gemma":[0.9812561,0.0008455333,0.000467749,0.0003693693,0.00003832764,0.00001921947,0.0008117611,0.00003220642,0.01615968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9929768,"threshold_uncertainty_score":0.3849883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238372363451862,"score_gpt":0.3016880491474438,"score_spread":0.1778508128022577,"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."}}