{"id":"W2178085624","doi":"10.19030/iber.v2i2.3772","title":"The Localization Industry: A Profile of DNA Media","year":2011,"lang":"en","type":"article","venue":"International Business & Economics Research Journal (IBER)","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Technical University of Nova Scotia; University of British Columbia","funders":"","keywords":"Software; Business; Position (finance); The Internet; Software versioning; Media industry; Marketing; Market share; Telecommunications; Advertising; Engineering; World Wide Web; Computer science; Public relations; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521747,0.00009948013,0.0001230023,0.0003591877,0.0002730985,0.0007950212,0.002301614,0.00008114323,0.0001479552],"category_scores_gemma":[0.0003968552,0.00006987649,0.00005899895,0.0004257149,0.0002282386,0.001689364,0.0005985942,0.0004458361,0.00007918767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394664,"about_ca_system_score_gemma":0.0002534514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004916201,"about_ca_topic_score_gemma":0.00006645763,"domain_scores_codex":[0.9984526,0.00009065704,0.0004417479,0.000207553,0.0005024632,0.0003049579],"domain_scores_gemma":[0.997728,0.0002332302,0.0002446962,0.0002970625,0.001381439,0.0001156005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009188649,0.0002253443,0.002288264,0.00001076831,0.0001368299,0.00003606472,0.001273704,0.0001829319,0.00003019966,0.9290953,0.007639424,0.05898924],"study_design_scores_gemma":[0.0009619373,0.00009992695,0.04171874,0.0001212803,0.000007806152,0.0001093067,0.0003484511,0.05116187,0.002476479,0.6218683,0.2807748,0.0003511258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4455074,0.0003562288,0.08692448,0.01695367,0.007261931,0.0008148986,0.00004369128,0.0001045167,0.4420332],"genre_scores_gemma":[0.9966667,0.0006163224,0.0009976984,0.00007518035,0.0003063136,0.00001228392,0.000008304043,0.00001156322,0.001305636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511593,"threshold_uncertainty_score":0.7666408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013450547289774,"score_gpt":0.3084248495640707,"score_spread":0.2182903440911729,"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."}}