{"id":"W625445033","doi":"","title":"Borders and Culture: Zones of Transition, Interaction and Identity","year":2014,"lang":"en","type":"article","venue":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plural; Cultural identity; Identity (music); Dialectic; Globalization; Sociology; Economic geography; Geography; Gender studies; Political science; Aesthetics; Epistemology; Social science; Law; Linguistics","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":[0.00232226,0.0003942914,0.0004620357,0.002145722,0.01067801,0.02037028,0.0009487953,0.001749964,0.003893854],"category_scores_gemma":[0.003013627,0.0002098911,0.0002437768,0.003515509,0.05714685,0.01111987,0.01196822,0.001963796,0.0002768137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104215,"about_ca_system_score_gemma":0.00895989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06285857,"about_ca_topic_score_gemma":0.0476165,"domain_scores_codex":[0.9967513,0.001951139,0.0001023753,0.0002956438,0.0003972402,0.0005022949],"domain_scores_gemma":[0.9986327,0.0005238497,0.0002075056,0.0001354096,0.000147148,0.0003533585],"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":[0.0000259287,0.0000173735,0.002264653,0.00009051708,0.000007471285,0.0002669694,0.2475734,0.0001503193,0.0001898046,0.7303705,0.001609705,0.01743334],"study_design_scores_gemma":[0.00001485444,0.00003801989,0.01225878,0.0006897949,0.00002005761,0.0003955319,0.5062365,0.0003250477,0.0002218634,0.282024,0.197728,0.00004757746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2992215,0.04278032,0.01103624,0.02402472,0.0003964913,0.0001169126,0.0001653127,0.0000990717,0.6221594],"genre_scores_gemma":[0.9921588,0.0026977,0.0009028685,0.0002795787,0.00002200511,0.00003376377,0.00001697305,0.00001113347,0.003877261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06285857,"threshold_uncertainty_score":0.1249854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322099672798598,"score_gpt":0.279488762160052,"score_spread":0.266267765432066,"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."}}