{"id":"W7128396738","doi":"10.5281/zenodo.18442630","title":"SME Growth in Global Platforms: Governance, Trust, and Reputation","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Reputation; Corporate governance; Transparency (behavior); Enforcement; Diversification (marketing strategy); Sustainable growth rate; Competitive advantage","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":[],"consensus_categories":[],"category_scores_codex":[0.002324983,0.0001712964,0.0002307556,0.001147411,0.0004388186,0.003041599,0.0002810608,0.0007089502,0.001735521],"category_scores_gemma":[0.006515048,0.00009256181,0.0002446421,0.001640742,0.001851494,0.003058842,0.001730144,0.0005192588,0.0002239995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208826,"about_ca_system_score_gemma":0.0012646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153279,"about_ca_topic_score_gemma":0.001612231,"domain_scores_codex":[0.9989771,0.0004749985,0.00007555235,0.0001277743,0.0002180851,0.0001266373],"domain_scores_gemma":[0.9942718,0.002404873,0.001720389,0.0004626201,0.0007142586,0.0004261734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001491529,0.00009043293,0.08381119,0.003187397,0.000226329,0.001319421,0.008147717,0.01302483,0.004765738,0.4104606,0.01076795,0.4640493],"study_design_scores_gemma":[0.00005564358,0.0004455288,0.1819768,0.006323074,0.0003028317,0.001575724,0.01415788,0.01799303,0.008312841,0.4526623,0.3160326,0.0001617934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7243459,0.08561616,0.02736049,0.02740739,0.0003656601,0.00009107521,0.0004395554,0.0002159317,0.1341578],"genre_scores_gemma":[0.9868008,0.01036717,0.001123058,0.0002405384,0.00006266985,0.00001451724,0.00007842575,0.000008429994,0.001304397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003041599,"threshold_uncertainty_score":0.01229584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699504415564841,"score_gpt":0.2316665652277734,"score_spread":0.214671521072125,"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."}}