{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004211567,0.0002563481,0.0007606828,0.0002621325,0.0004083077,0.0001148805,0.0001635494,0.00007290933,0.00005202262],"category_scores_gemma":[0.00002764673,0.0003199977,0.00001889482,0.0006280736,0.0008382828,0.0003127862,0.0001549697,0.0002956632,0.000001028885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938292,"about_ca_system_score_gemma":0.001095332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1378268,"about_ca_topic_score_gemma":0.8879089,"domain_scores_codex":[0.9982684,0.00006548346,0.0007009694,0.0005037349,0.00005664876,0.000404766],"domain_scores_gemma":[0.9988276,0.000504266,0.0003937499,0.0001440854,0.00006619612,0.0000641512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004344656,0.0000406179,0.8706826,0.0003127937,0.00006527247,0.00001713506,0.008821178,0.00001181238,0.000002342256,0.09103107,0.005535378,0.02343637],"study_design_scores_gemma":[0.0004439543,0.000004772335,0.5542142,0.0004748592,0.00001678938,7.616154e-7,0.00137824,0.0001765879,0.0000321433,0.002087461,0.4408841,0.0002860457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874568,0.002334225,0.00002280794,0.01937105,0.000654145,0.0004455453,0.00003116272,0.000008345069,0.08967589],"genre_scores_gemma":[0.9906383,0.001093566,0.0005321578,0.002260987,0.00006438475,0.0000196587,0.000004917792,0.000006926778,0.005379124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.750082,"threshold_uncertainty_score":0.9999252,"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."}}