{"id":"W7133465543","doi":"","title":"Global Brands, Local Communities: International Strategies for Company Managed Virtual Communities","year":2009,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Work (physics); Process (computing); Government (linguistics); Globalization; Key (lock)","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003511782,0.000241558,0.0002840866,0.0002622861,0.0005031342,0.00133245,0.001013043,0.00007318167,0.0005680004],"category_scores_gemma":[0.00001584124,0.0002680611,0.000173765,0.0001829245,0.000210187,0.001800185,0.0002601027,0.000148277,0.0001257156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008797015,"about_ca_system_score_gemma":0.00004000716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007820455,"about_ca_topic_score_gemma":0.0103182,"domain_scores_codex":[0.9989038,0.00002234155,0.0003618269,0.0001487363,0.0001491932,0.0004140971],"domain_scores_gemma":[0.9991428,0.00008183397,0.0002056124,0.0004356465,0.0001093576,0.00002479203],"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":[0.00007594357,0.0001413147,0.002163404,0.00004680362,0.000121631,0.000001939128,0.0003922078,0.001012859,7.745202e-7,0.9007769,0.0810793,0.01418698],"study_design_scores_gemma":[0.002077705,0.00005687877,0.01928304,0.00005445292,0.00008413446,0.000003537287,0.05153042,0.0437387,6.030077e-7,0.1016284,0.781003,0.0005390669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1623203,0.00005816223,0.03828114,0.0114299,0.001319608,0.0006021041,0.0002018533,0.000473985,0.785313],"genre_scores_gemma":[0.987625,0.00005324079,0.0001448728,0.009576829,0.001030313,0.00003320936,0.0005871774,0.00001891127,0.0009304445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8253047,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232846529160215,"score_gpt":0.2642018178145977,"score_spread":0.2318733525229956,"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."}}