{"id":"W1884047119","doi":"10.15353/joci.v7i1-2.2564","title":"Situating Learning for Digital Inclusion in the Social Context of Communities","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Inclusion (mineral); Context (archaeology); Perspective (graphical); Digital inclusion; Situated; The Internet; Sociology; Educational technology; Social learning; Pedagogy; Computer science; Multimedia; World Wide Web; Social science; Geography; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004420258,0.00005889548,0.0001765846,0.00006411981,0.003022638,0.00004512434,0.001147312,0.00006420303,0.000006619748],"category_scores_gemma":[0.001082152,0.00003651795,0.00007216482,0.0001478732,0.0004798425,0.0004093809,0.0003502702,0.0008764983,7.021276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004774034,"about_ca_system_score_gemma":0.0001307669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441555,"about_ca_topic_score_gemma":0.001506281,"domain_scores_codex":[0.9975477,0.00134638,0.000557306,0.000002403036,0.000385144,0.00016109],"domain_scores_gemma":[0.9943715,0.004491332,0.00071677,0.0001108815,0.0002843736,0.00002518333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003277176,0.00006242932,0.0008826635,0.0000229916,0.00001249077,2.78123e-8,0.9864683,0.00001153573,0.000002059309,0.004145096,0.0001157552,0.008243893],"study_design_scores_gemma":[0.0003349197,0.0002045948,0.0004278955,0.00004688446,0.00002409648,0.000002683942,0.9848068,0.0000469232,0.00002895494,0.01129017,0.002745798,0.00004033041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862833,0.00002161847,0.0002243539,0.0005152387,0.0000981088,0.0001283285,0.000003276374,0.000004475795,0.01272127],"genre_scores_gemma":[0.9993576,0.00005288165,0.00004920801,0.0004308514,0.00009547174,0.000001186072,0.000002242582,0.000003664806,0.0000069273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307424,"threshold_uncertainty_score":0.9982753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257599796196207,"score_gpt":0.3587522381660544,"score_spread":0.2329922585464338,"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."}}