{"id":"W2035346609","doi":"10.4018/jskd.2010100804","title":"Think Global, Act Local","year":2010,"lang":"en","type":"article","venue":"International Journal of Sociotechnology and Knowledge Development","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Digital divide; Globalization; Public relations; Business; Information and Communications Technology; Global network; The Internet; Work (physics); Local community; Telecommunications; Political science; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001556725,0.00009383583,0.0001201199,0.0001221535,0.00004398032,0.00002157559,0.0002740464,0.0002261941,0.0000471097],"category_scores_gemma":[0.00003224895,0.00008066303,0.00003541334,0.00005443746,0.0001377873,0.00009445966,0.00005610986,0.0004440148,0.00003759881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010224,"about_ca_system_score_gemma":0.0001170456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001293121,"about_ca_topic_score_gemma":0.00002913559,"domain_scores_codex":[0.999495,0.000005410053,0.000234576,0.00003047636,0.0001075109,0.0001270421],"domain_scores_gemma":[0.9996734,0.00002598706,0.0000534145,0.00004586533,0.0001490836,0.00005230939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005256413,0.0001638325,0.009462364,0.00003774463,0.001159843,0.00006936551,0.02360134,0.0001573947,0.0107486,0.03432999,0.01172895,0.908488],"study_design_scores_gemma":[0.002361329,0.0001470841,0.09970216,0.0001757396,0.00005038363,0.003212026,0.005361822,0.0006939825,0.09548633,0.01720752,0.7748544,0.0007472557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880301,0.0007016165,0.003748794,0.001018632,0.002573547,0.00002296492,0.000002250597,0.00007428532,0.003827746],"genre_scores_gemma":[0.9981151,0.0001872237,0.001371699,0.00005570894,0.0001800795,6.359477e-7,0.000001005446,0.000006710603,0.00008188355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9077408,"threshold_uncertainty_score":0.3289343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006174500066037442,"score_gpt":0.260368329815261,"score_spread":0.2541938297492236,"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."}}