{"id":"W2045616187","doi":"10.1177/1050651905278033","title":"Meeting the Challenges of Globalization","year":2005,"lang":"en","type":"article","venue":"Journal of Business and Technical Communication","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Globalization; Context (archaeology); Sociology; Professional development; Engineering ethics; Pedagogy; Professional communication; Key (lock); Public relations; Political science; Engineering; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009986973,0.0005981064,0.0007564884,0.001072009,0.009817073,0.01404503,0.001605421,0.007783085,0.01342657],"category_scores_gemma":[0.011201,0.0002917651,0.0006501782,0.001083525,0.013558,0.01903441,0.01843302,0.008700022,0.001999888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003322587,"about_ca_system_score_gemma":0.009272134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236752,"about_ca_topic_score_gemma":0.002593298,"domain_scores_codex":[0.993459,0.003556058,0.0001503365,0.0006024311,0.0008845706,0.001347655],"domain_scores_gemma":[0.9935133,0.002526335,0.0004625915,0.000574609,0.0007994957,0.002123784],"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":[0.00004290499,0.00006779682,0.002283994,0.0003155969,0.00003224717,0.0007733711,0.05147964,0.000980065,0.0009549945,0.784095,0.06597051,0.09300382],"study_design_scores_gemma":[0.000009117261,0.00003996702,0.001189627,0.0004498291,0.00001247216,0.0004588489,0.04928922,0.0004209927,0.0002470691,0.3619047,0.5859476,0.00003056582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05724441,0.02079856,0.01643436,0.7127123,0.004387495,0.00003420286,0.00006851119,0.0001610705,0.1881591],"genre_scores_gemma":[0.8022427,0.02358458,0.01288882,0.1063409,0.006539435,0.0001926606,0.00009823378,0.0003325019,0.0477803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404503,"threshold_uncertainty_score":0.05281675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444605770229894,"score_gpt":0.3442886606209604,"score_spread":0.299828083597971,"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."}}