{"id":"W7125195470","doi":"10.65324/wewf007","title":"Comparative characteristics and ways of doing business in Singapore and Canada","year":2025,"lang":"","type":"article","venue":"World Economy and World Finance","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Business model; Business development; Business environment; Digital economy; International business; Key (lock)","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":[0.0008215944,0.0001704939,0.0002152534,0.003107272,0.004136544,0.004063033,0.0004416704,0.0002191334,0.003607922],"category_scores_gemma":[0.0024742,0.000104377,0.000208903,0.007226815,0.002119685,0.000877922,0.002315424,0.0004491347,0.0002543186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792033,"about_ca_system_score_gemma":0.03081982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9119114,"about_ca_topic_score_gemma":0.9653908,"domain_scores_codex":[0.9982131,0.0002278695,0.00006443785,0.0001325407,0.0007626987,0.0005994094],"domain_scores_gemma":[0.9967605,0.0002990676,0.0004551182,0.0001108995,0.0009891163,0.001385342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377747,0.00009109426,0.852017,0.00008459727,0.00006864715,0.001212359,0.05682907,0.0007742103,0.0008828726,0.03452695,0.004080679,0.04929467],"study_design_scores_gemma":[0.000004665979,0.00003892206,0.8851169,0.00006103687,0.00001404741,0.0002471364,0.08456596,0.0005378649,0.0002476389,0.0005504656,0.0285767,0.00003869493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668835,0.0002576885,0.00008735204,0.0003893691,0.000005776253,0.00001763703,0.0005349324,0.000005655979,0.03181801],"genre_scores_gemma":[0.9961185,0.0002704192,0.0001007697,0.00003453021,0.00000134817,0.000008814735,0.000354699,0.000005070709,0.00310583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08808863,"threshold_uncertainty_score":0.1772147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774227602003227,"score_gpt":0.241643430699386,"score_spread":0.2239011546793537,"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."}}