{"id":"W6885088880","doi":"10.13140/rg.2.2.26234.54721","title":"BENCHMARKING SMALL AND MEDIUM ENTERPRISES AS SUPPLIERS TO THE GOVERNMENT OF CANADA INCLUSION, INNOVATION AND INTERNATIONAL TRADE","year":2018,"lang":"en","type":"article","venue":"","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Benchmarking; Government (linguistics); Small and medium-sized enterprises; Medium term; Trade barrier","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":[],"consensus_categories":[],"category_scores_codex":[0.004225225,0.0003435087,0.0003874839,0.004541568,0.006509766,0.006881789,0.001161522,0.0008797529,0.003371821],"category_scores_gemma":[0.01591423,0.0002327723,0.0003331329,0.009497589,0.001725821,0.001468007,0.002370918,0.0009588621,0.0003522253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08327106,"about_ca_system_score_gemma":0.104633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841174,"about_ca_topic_score_gemma":0.9920405,"domain_scores_codex":[0.9949108,0.0007360461,0.0002017106,0.0003213409,0.002399895,0.001430126],"domain_scores_gemma":[0.9815266,0.002053714,0.0008239219,0.0005152599,0.01212858,0.002951909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009862485,0.0003777071,0.7903044,0.0002767991,0.0001747582,0.0009071539,0.04359237,0.0127632,0.004330663,0.02562944,0.01681738,0.10384],"study_design_scores_gemma":[0.00002963058,0.0001723758,0.8664508,0.0001555679,0.0001154875,0.0001018807,0.07967071,0.008950953,0.003312645,0.001002098,0.03994946,0.00008822432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599806,0.0003232863,0.0004135246,0.0006287,0.00002005653,0.00008809242,0.0008024162,0.00003560889,0.0377077],"genre_scores_gemma":[0.9917603,0.0001525417,0.0003868084,0.00006086393,0.000003073184,0.00001540063,0.0005856803,0.00001632636,0.00701903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08327106,"threshold_uncertainty_score":0.6041766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006261128201800271,"score_gpt":0.1889443642627786,"score_spread":0.1826832360609784,"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."}}