{"id":"W2110473636","doi":"10.1177/2168479013494394","title":"Characterizing Good Review Practices: A Survey Report Among Agencies of APEC Member Economies","year":2013,"lang":"en","type":"review","venue":"Therapeutic Innovation & Regulatory Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"Food and Drug Administration","keywords":"Transparency (behavior); Best practice; Consistency (knowledge bases); Agency (philosophy); Business; Variety (cybernetics); Work (physics); Member states; Quality (philosophy); Resource (disambiguation); Public economics; Public relations; Economics; European union; International trade; Political science; Management; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02663524,0.0002266843,0.0005239489,0.01386463,0.001484739,0.004151461,0.0008571363,0.001602056,0.001464432],"category_scores_gemma":[0.134759,0.0003721531,0.0004045457,0.01548471,0.001381669,0.002507973,0.001985269,0.001103898,0.0003901655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797386,"about_ca_system_score_gemma":0.008607126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007728269,"about_ca_topic_score_gemma":0.0171414,"domain_scores_codex":[0.9679404,0.01012848,0.00582113,0.001926743,0.0129229,0.001260264],"domain_scores_gemma":[0.6553556,0.1477722,0.09925771,0.01040348,0.08089961,0.006311379],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001123613,0.000155936,0.7412915,0.002772314,0.0002213007,0.0003932914,0.01624417,0.000149481,0.001792485,0.001714653,0.01239825,0.2227544],"study_design_scores_gemma":[0.000005831428,0.0001045931,0.9249311,0.001185324,0.00009470349,0.0008876733,0.01640026,0.00009776664,0.0006652672,0.0002495956,0.05534204,0.00003591804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937038,0.06358897,0.00243726,0.01031192,0.0001337227,0.0005214098,0.003361748,0.00009669629,0.02584451],"genre_scores_gemma":[0.9550897,0.03567625,0.002557487,0.001912559,0.0001245983,0.0003061508,0.00143919,0.00003410508,0.002860086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9733648,"threshold_uncertainty_score":0.1408623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227309897210464,"score_gpt":0.3708567521510205,"score_spread":0.1435468549405566,"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."}}