{"id":"W1606870379","doi":"10.15353/joci.v1i1.2060","title":"n-Logue: The Story of a Rural Service Provider In India","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ingenuity; Digital divide; Developing country; The Internet; Economic growth; Disadvantaged; Information and Communications Technology; Business; Rural area; Population; Political science; Economics; Sociology","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.006129255,0.0001129574,0.0002201494,0.0001971186,0.0005015307,0.00007437744,0.005580633,0.00004921645,0.000001572412],"category_scores_gemma":[0.0002769878,0.00006321566,0.00005222465,0.0006359029,0.0001973066,0.001063275,0.001086395,0.002259804,0.000007349979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248155,"about_ca_system_score_gemma":0.0004763281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599695,"about_ca_topic_score_gemma":0.0001232972,"domain_scores_codex":[0.9973064,0.001291521,0.0007754202,0.000004480476,0.0004378846,0.0001842618],"domain_scores_gemma":[0.995989,0.001597513,0.0008529517,0.001126384,0.0004025408,0.00003156543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000018994,0.00008578771,0.0001268194,0.0001095325,0.00003630775,3.969142e-7,0.9829103,0.006409724,0.00001798902,0.007332096,0.0003640928,0.002587915],"study_design_scores_gemma":[0.002114488,0.0005304794,0.05645232,0.001091015,0.0000396913,0.0009449771,0.8806302,0.001641786,0.001308088,0.05259277,0.002339959,0.0003142516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786646,0.0001327147,0.01444307,0.005020715,0.000213058,0.0001282856,0.00000104474,0.00001484567,0.001381609],"genre_scores_gemma":[0.9927571,0.00008142372,0.004634311,0.002500172,0.0000143017,0.000001104725,6.037118e-7,0.000004563653,0.000006353782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022802,"threshold_uncertainty_score":0.9997997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888628654159052,"score_gpt":0.2590023005093907,"score_spread":0.2301160139678002,"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."}}