{"id":"W2146151736","doi":"10.1080/15575330509489867","title":"Introduction: Community Informatics and Community Development","year":2005,"lang":"en","type":"article","venue":"Community Development","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community development; Informatics; Regional science; Economic growth; Sociology; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002249386,0.0008606291,0.0005904799,0.002174763,0.005394912,0.008404306,0.001674353,0.005574155,0.02896463],"category_scores_gemma":[0.0053464,0.0002518122,0.0005768083,0.003620521,0.008059376,0.01001179,0.005005207,0.006954802,0.006941363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004310196,"about_ca_system_score_gemma":0.003446215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528201,"about_ca_topic_score_gemma":0.005817295,"domain_scores_codex":[0.9974663,0.0009799694,0.0001133053,0.0004996802,0.0007253009,0.0002154274],"domain_scores_gemma":[0.9948544,0.00287626,0.0003810471,0.0002571987,0.001048049,0.0005830406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001536342,0.00002711125,0.0005043659,0.0004420029,0.000007879335,0.00007325276,0.004056645,0.0001071319,0.00005271214,0.455138,0.4975214,0.04205409],"study_design_scores_gemma":[0.000005084707,0.00001144366,0.000605471,0.0005599168,0.000003171839,0.0001624888,0.001124563,0.00009349464,0.00002988331,0.08121701,0.9161744,0.00001307175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003095861,0.1317002,0.01479539,0.4186023,0.05194329,0.0002292566,0.0008108044,0.0001998614,0.3786229],"genre_scores_gemma":[0.1345875,0.1759431,0.01625946,0.2497769,0.1027136,0.0009515814,0.001448054,0.0004962943,0.3178235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02896463,"threshold_uncertainty_score":0.09689635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251186261575689,"score_gpt":0.2556447818392851,"score_spread":0.2131329192235282,"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."}}