{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002820068,0.001618748,0.0008370636,0.001560141,0.002538088,0.01369075,0.001667122,0.005714879,0.4440258],"category_scores_gemma":[0.01364731,0.0007946611,0.0005844412,0.001609308,0.003711914,0.01182553,0.004964452,0.007779866,0.4453873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048419,"about_ca_system_score_gemma":0.00683975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003628582,"about_ca_topic_score_gemma":0.005020807,"domain_scores_codex":[0.9975978,0.0006304999,0.0001661321,0.0004873324,0.0008397942,0.0002784108],"domain_scores_gemma":[0.9933637,0.001320553,0.0003824569,0.001307311,0.001781286,0.001844658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002723279,0.00002571274,0.00009384212,0.0001985318,0.000004659358,0.00004772266,0.000478629,0.00004452994,0.0001532266,0.02397026,0.9051768,0.06977875],"study_design_scores_gemma":[0.000004939677,0.00000388431,0.00006096404,0.00008464043,0.000001748189,0.00002166308,0.0002220738,0.00001409753,0.00002297363,0.003297403,0.9962615,0.000004089871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0003878128,0.005022592,0.004183445,0.04473236,0.01034534,0.0001835951,0.001945101,0.003237116,0.9299626],"genre_scores_gemma":[0.00722147,0.004161279,0.00416508,0.02502099,0.002436519,0.0007112708,0.002145008,0.002615336,0.951523],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4440258,"threshold_uncertainty_score":0.7930297,"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."}}