{"id":"W7108653038","doi":"10.5281/zenodo.17815065","title":"Hybrid Cultures, Fluid Identities: Cultural Theory in the Age of Globalisation","year":2025,"lang":"","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Hybridity; Globalization; Context (archaeology); Politics; Transnationalism; Cultural homogenization; Identity (music); Cultural studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004218915,0.0003827427,0.0004572065,0.0002772998,0.004312851,0.003264211,0.004250407,0.0002659391,0.01296851],"category_scores_gemma":[0.002681392,0.0003197214,0.0002908004,0.001593985,0.00122568,0.0007549629,0.002563712,0.0007213737,0.001280992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006515216,"about_ca_system_score_gemma":0.00003296362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287398,"about_ca_topic_score_gemma":0.00005595186,"domain_scores_codex":[0.9911706,0.00498028,0.0009590234,0.0008001824,0.001478789,0.0006110679],"domain_scores_gemma":[0.9965713,0.00008277549,0.0005288918,0.000789208,0.001891755,0.0001360564],"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":[0.0001437729,0.0004844928,0.00001561356,0.000532414,0.0001810543,0.0000324795,0.1004071,0.0005901288,0.0006879485,0.4435056,0.4414155,0.01200394],"study_design_scores_gemma":[0.0005348346,0.00007409356,0.001011666,0.0003053847,0.00009642026,0.00002672426,0.04230379,0.0000913651,0.0001093052,0.01736618,0.9377168,0.0003634728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05209772,0.001101476,0.002484522,0.002535717,0.001426148,0.003070883,0.00219345,0.0005705451,0.9345195],"genre_scores_gemma":[0.9726711,0.003993975,0.00005856047,0.0007087925,0.0003772867,3.660792e-7,0.009272809,0.0003436811,0.01257346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.921946,"threshold_uncertainty_score":0.9999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454013393760511,"score_gpt":0.3128379124834781,"score_spread":0.268297778545873,"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."}}