{"id":"W1599435560","doi":"10.22230/cjc.2005v30n1a1541","title":"Media and Identity in Contemporary Europe: Consequences of Global Convergence","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convergence (economics); Identity (music); Technological convergence; Sociology; Political science; Aesthetics; Telecommunications; Economics; Art; Computer science; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007463152,0.00003324133,0.00009692402,0.00004189135,0.000123656,0.00005385654,0.0003511002,0.0000351397,0.00009603558],"category_scores_gemma":[0.0006155698,0.00003311725,0.00001905027,0.00036049,0.0005519943,0.0007568761,0.00001217387,0.00006849721,0.000003557923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296582,"about_ca_system_score_gemma":0.001107798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08205104,"about_ca_topic_score_gemma":0.8133428,"domain_scores_codex":[0.9991578,0.0003139548,0.0002700536,0.0000347065,0.0001447856,0.00007874039],"domain_scores_gemma":[0.9990953,0.00003734005,0.0002260012,0.00008831599,0.0003645839,0.0001885189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000647357,0.00001376248,0.5034004,0.000004645199,0.000009642847,0.000006372554,0.009183261,0.00002473751,0.00008132869,0.483571,0.002275034,0.001423338],"study_design_scores_gemma":[0.0005394432,0.00002363977,0.872075,0.000173169,0.00001481487,0.00002262667,0.01186234,0.00002679985,0.000103752,0.01874288,0.09627534,0.0001402331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569664,0.007539499,0.00003408482,0.007598952,0.0001355211,0.00006621763,0.00001077319,0.000002862293,0.0276457],"genre_scores_gemma":[0.9984874,0.001133463,0.0001741779,0.0001506988,0.00001982764,2.408042e-7,0.000001659293,0.000001018876,0.00003152499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7312917,"threshold_uncertainty_score":0.9240617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554892519329854,"score_gpt":0.342102249363492,"score_spread":0.2865533241701935,"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."}}