{"id":"W7128376954","doi":"10.5281/zenodo.18442629","title":"SME Growth in Global Platforms: Governance, Trust, and Reputation","year":2025,"lang":"en","type":"article","venue":"Open MIND","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439002,0.00006533483,0.00009338716,0.00008777805,0.00007685696,0.0001967095,0.0001987974,0.0000650307,0.0001760049],"category_scores_gemma":[0.00007745446,0.00006289795,0.000009639722,0.0008647015,0.00004834259,0.001017466,0.0002423599,0.00007484236,0.00009667449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002969873,"about_ca_system_score_gemma":0.00001801411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008007112,"about_ca_topic_score_gemma":0.000876957,"domain_scores_codex":[0.9995247,9.415936e-7,0.0001579434,0.0001627223,0.0000474899,0.0001062064],"domain_scores_gemma":[0.9997716,0.000009447323,0.00007678629,0.00009754986,0.00004261149,0.000002028061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001953566,0.00004584697,0.4924802,0.00001727454,0.00001272322,0.000007587536,0.00001648997,0.000001937553,0.0000173866,0.382977,0.003786107,0.1206179],"study_design_scores_gemma":[0.001495875,0.000008158633,0.7167556,0.0001238331,0.00003682866,0.000002246477,0.0006937975,0.0008318183,0.0001366805,0.1324624,0.1472419,0.0002108181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7357492,0.00002492851,0.00005864039,0.003914776,0.00006528493,0.0001546226,0.000003163724,0.000004570252,0.2600248],"genre_scores_gemma":[0.9969299,0.000007388173,0.0008426816,0.0009503572,0.00003372705,0.00001355277,0.00002273103,0.000002827248,0.001196878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611806,"threshold_uncertainty_score":0.2564904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877816390950723,"score_gpt":0.2780918463123512,"score_spread":0.259313682402844,"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."}}