{"id":"W1542966575","doi":"10.1023/a:1007837009747","title":"Measurement of S&T Performance in the Government of Canada: From Outputs to Outcomes","year":2000,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Stroke Network; Innovation, Science and Economic Development Canada","funders":"","keywords":"Incentive; Perspective (graphical); Process (computing); Organizational culture; Government (linguistics); Process management; Knowledge management; Performance management; Business; Public relations; Psychology; Operations management; Computer science; Marketing; Political science; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005626956,0.0005243969,0.0004942361,0.003444519,0.00322411,0.006085699,0.001538469,0.0008618597,0.001632205],"category_scores_gemma":[0.03324473,0.0002128326,0.0004182674,0.0108142,0.002739563,0.001639492,0.001955973,0.001727691,0.0003224752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09610874,"about_ca_system_score_gemma":0.2248459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905427,"about_ca_topic_score_gemma":0.9910591,"domain_scores_codex":[0.988049,0.002068459,0.0005319528,0.0005024875,0.006895542,0.001952524],"domain_scores_gemma":[0.9701775,0.004373412,0.003033761,0.0005686425,0.01811845,0.003728143],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003295815,0.0003600171,0.8692327,0.0004290226,0.000326074,0.0001357364,0.005691272,0.01098568,0.0008083503,0.01413514,0.01339965,0.08416675],"study_design_scores_gemma":[0.00003971081,0.0002196448,0.9618037,0.0002839952,0.0001530303,0.00002633189,0.01171117,0.009833823,0.002089036,0.002418222,0.01135013,0.00007109528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595036,0.0006561845,0.001215358,0.004544986,0.00004631544,0.0001445007,0.005314641,0.00007540808,0.0284989],"genre_scores_gemma":[0.9965718,0.0002216934,0.000645678,0.00009511084,0.000008067308,0.00002698173,0.000679758,0.000009212944,0.001741765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994373,"threshold_uncertainty_score":0.697321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032215694438738,"score_gpt":0.360809170029691,"score_spread":0.2575876005858173,"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."}}