{"id":"W2102067571","doi":"10.15353/joci.v1i2.2046","title":"Community Informatics and Sustainability: Why Social Capital Matters","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social capital; Reciprocity (cultural anthropology); Sustainability; Public relations; Social engagement; Social sustainability; Knowledge management; Community building; Individual capital; Sense of community; Business; Economic growth; Sociology; Financial capital; Political science; Economics; Social science; Human capital; Computer science","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":[0.006202324,0.0001683291,0.000287566,0.0002518489,0.002225747,0.0001743887,0.001008486,0.0001338284,0.00001674614],"category_scores_gemma":[0.000313913,0.0001224966,0.00006196791,0.0003936696,0.0006780877,0.00204763,0.000946898,0.002306108,0.00001450489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556132,"about_ca_system_score_gemma":0.00006679484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283245,"about_ca_topic_score_gemma":0.00005569167,"domain_scores_codex":[0.9982677,0.0002038173,0.0009868379,0.000005883989,0.0002932721,0.0002425322],"domain_scores_gemma":[0.9975851,0.0002426085,0.001113766,0.000297494,0.0007497612,0.00001133267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187897,0.000330355,0.002495296,0.0009624945,0.0002361836,3.019593e-7,0.8554636,0.0001994191,0.000004346859,0.04942196,0.049852,0.04091522],"study_design_scores_gemma":[0.0006325391,0.00003933423,0.005850647,0.00002945196,0.00007938644,0.00003455941,0.8986334,0.0004384665,0.00002423348,0.03220627,0.06184608,0.0001856185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978217,0.00001403805,0.003799991,0.01258566,0.0000931656,0.0001609084,0.000001508149,0.00003971452,0.00508802],"genre_scores_gemma":[0.9805676,0.00001617553,0.000755459,0.01845445,0.0001648274,0.000001935849,0.000007620248,0.000009315913,0.00002262569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04316978,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416402245440149,"score_gpt":0.2527285181692895,"score_spread":0.228564495714888,"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."}}