{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002555127,0.0001539875,0.0002172058,0.001210331,0.0005489853,0.003615912,0.0002923972,0.0007086928,0.00173159],"category_scores_gemma":[0.008188982,0.00009232512,0.0002371093,0.001693872,0.002273227,0.003789779,0.001860972,0.000543616,0.0001951976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324978,"about_ca_system_score_gemma":0.001466675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998072,"about_ca_topic_score_gemma":0.002266362,"domain_scores_codex":[0.9988808,0.0005333244,0.00008499976,0.0001231114,0.0002305875,0.0001472431],"domain_scores_gemma":[0.9928831,0.002964961,0.002169705,0.0005737043,0.0008886816,0.0005199135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001238353,0.00009171248,0.1157946,0.002483888,0.0002106029,0.001320395,0.01158372,0.01137844,0.003398784,0.4376404,0.009569788,0.4064038],"study_design_scores_gemma":[0.00004468418,0.0003674628,0.2240803,0.006200241,0.0002694659,0.001336492,0.02035431,0.01590091,0.005751938,0.4595889,0.2659423,0.0001629236],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7546865,0.05443784,0.02066253,0.03008068,0.0002948174,0.00008587071,0.0003384898,0.000163488,0.1392497],"genre_scores_gemma":[0.9916409,0.006238444,0.0008210249,0.0002303866,0.0000495049,0.00001060238,0.00005013366,0.00000564213,0.0009534283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615912,"threshold_uncertainty_score":0.01351297,"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."}}