{"id":"W4416042260","doi":"10.15353/joci.v22i1.6087","title":"ICT Use, Collective Agency and Community Transformation in Rural Bangladesh","year":2025,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Agency (philosophy); Capability approach; Digital divide; Collectivism; Inclusion (mineral); Focus group; Digital inclusion; Perspective (graphical)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005814945,0.0001492085,0.00028461,0.000511695,0.001438945,0.0002776023,0.002647836,0.00007638813,0.000001734296],"category_scores_gemma":[0.0004819098,0.0001113314,0.00005274995,0.0009126103,0.0002084078,0.002644348,0.0007009238,0.003003798,0.000001684072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186505,"about_ca_system_score_gemma":0.0003291283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005080968,"about_ca_topic_score_gemma":0.0003082811,"domain_scores_codex":[0.9951379,0.003448053,0.0009422529,0.000006136042,0.0002657037,0.0001999968],"domain_scores_gemma":[0.9944974,0.003872597,0.0004299613,0.0007994878,0.0003617419,0.0000388685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004460405,0.0001281262,0.0008839634,0.0001351069,0.00005866087,2.543483e-7,0.9808022,0.0004279294,0.00001691444,0.007478323,0.0006138577,0.009410027],"study_design_scores_gemma":[0.002855344,0.0008017783,0.2219672,0.00152527,0.00007748489,0.0004411551,0.6364252,0.01976222,0.001162194,0.1122195,0.002296981,0.0004657127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071586,0.00008504029,0.08427587,0.0008919158,0.0001763707,0.0001698485,0.000002350847,0.00002654149,0.007213426],"genre_scores_gemma":[0.9949003,0.0003099029,0.003848911,0.0008716796,0.000004781706,0.000002054996,0.00000223747,0.000003823858,0.00005630822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3443771,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830692374491825,"score_gpt":0.277706754369534,"score_spread":0.2393998306246157,"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."}}