{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002113604,0.0003149201,0.0002536867,0.001331179,0.005574705,0.004001897,0.0004668864,0.0006142526,0.002823657],"category_scores_gemma":[0.00317705,0.0002028477,0.0001342688,0.001595406,0.007272304,0.002053612,0.006380238,0.0006161553,0.0002078163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375697,"about_ca_system_score_gemma":0.003168136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345431,"about_ca_topic_score_gemma":0.03938613,"domain_scores_codex":[0.9974977,0.001579427,0.00008355876,0.0002002342,0.0002655,0.0003734779],"domain_scores_gemma":[0.9985147,0.0006659796,0.0002993649,0.0001052766,0.0001401689,0.0002744963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008288641,0.0001069608,0.06556188,0.0002141114,0.00002660392,0.001380296,0.845346,0.0003747593,0.002067476,0.03018012,0.0008381295,0.05382081],"study_design_scores_gemma":[0.00001307279,0.0001198876,0.03493997,0.0001526769,0.00001369659,0.0003136446,0.9240416,0.0002768208,0.0003649265,0.006181026,0.03355134,0.00003124613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662952,0.0003414675,0.0006964886,0.001138289,0.000007603755,0.00005954534,0.00003228427,0.000007810857,0.03142122],"genre_scores_gemma":[0.9985986,0.0001788819,0.0001320751,0.00002730566,0.000001235924,0.00002412882,0.000006598227,0.00000193368,0.001029231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345431,"threshold_uncertainty_score":0.04663557,"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."}}