{"id":"W4414540652","doi":"10.52152/801466","title":"COMPARATIVE ANALYSIS: PROTECTION OF TCES (TRADITIONAL CULTURAL EXPRESSIONS) OF USA, FRANCE, CANADA, UK, JAPAN, KENYA, PHILIPPINES, PANAMA WITH INDIA","year":2025,"lang":"en","type":"article","venue":"Lex localis - Journal of Local Self-Government","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Fraternity; Identity (music); Cultural identity; Cultural heritage; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003878731,0.0002676026,0.0007883889,0.0001320423,0.0001948404,0.00008008102,0.0003295741,0.0001028498,0.0001067027],"category_scores_gemma":[0.0000667632,0.0001923679,0.0002871579,0.001245724,0.0002403049,0.0006468268,0.00006608453,0.0003056117,5.657419e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007727937,"about_ca_system_score_gemma":0.0003124118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07260488,"about_ca_topic_score_gemma":0.02655796,"domain_scores_codex":[0.9967415,0.0000705165,0.0008980578,0.0002247205,0.001768175,0.0002970565],"domain_scores_gemma":[0.997812,0.00007267913,0.001183269,0.00017769,0.0006969917,0.00005735545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004275772,0.005392214,0.824282,0.003113743,0.01907123,0.0001673622,0.003842463,0.08565922,0.002126517,0.02247199,0.02326094,0.006336559],"study_design_scores_gemma":[0.002940631,0.0003949437,0.9288651,0.0007027372,0.003288075,0.000008886394,0.04316079,0.003289644,0.002595828,0.001160486,0.01302575,0.0005671254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889466,0.0003921194,0.003809781,0.000585118,0.0002441244,0.0004007602,0.00009398408,0.00001071226,0.00551684],"genre_scores_gemma":[0.9990196,0.00001913434,0.000121,0.0004472055,0.0002728115,0.000007470733,0.00001298308,0.000006761476,0.00009299092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045831,"threshold_uncertainty_score":0.9912048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506699787603644,"score_gpt":0.2335006539076043,"score_spread":0.2184336560315679,"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."}}