{"id":"W2088770726","doi":"10.5958/0976-478x.2015.00018.x","title":"Conception to Harmonization: Barriers in International Competitiveness Research","year":2015,"lang":"en","type":"article","venue":"Journal of Commerce and Management Thought","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Harmonization; Ranking (information retrieval); Competition (biology); Jurisdiction; International trade; Competitive advantage; Regional science; Business; Economy; Economics; Political science; Geography; Marketing; Computer science; Law; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347452,0.00009709391,0.0001692601,0.0005935919,0.00007520343,0.000238453,0.0003323363,0.00003042343,0.00008464931],"category_scores_gemma":[0.00007657612,0.00009002739,0.00003443547,0.0006766912,0.00005151833,0.0008739691,0.0002619297,0.0001559671,0.00004697822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007584901,"about_ca_system_score_gemma":0.00001974503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004637941,"about_ca_topic_score_gemma":0.00004173859,"domain_scores_codex":[0.9988126,0.00005165432,0.0002995263,0.0001344232,0.0005138098,0.0001879543],"domain_scores_gemma":[0.9991779,0.0000306542,0.0001235485,0.00009507868,0.0005193599,0.00005342465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006214281,0.0002241658,0.3394284,0.0001715883,0.0001153531,0.0003077086,0.0005341893,0.001237848,0.0001156427,0.6250054,0.0142229,0.01801536],"study_design_scores_gemma":[0.001357634,0.00003390933,0.1379405,0.0002439442,0.00001969945,0.000008240553,0.005962375,0.0002301752,0.00002060508,0.002604446,0.8514559,0.0001225532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7051361,0.0005919903,0.01467106,0.04017136,0.002930975,0.0007653937,0.000002814372,0.0000473589,0.2356829],"genre_scores_gemma":[0.9952104,0.000194872,0.00045193,0.002690271,0.0008168505,0.000008173053,0.000005204813,0.00001055593,0.0006117113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8372331,"threshold_uncertainty_score":0.367121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07109267158285182,"score_gpt":0.3265391600049637,"score_spread":0.2554464884221119,"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."}}