{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["open_science"],"category_scores_codex":[0.008222825,0.0005918024,0.0005642715,0.0004788573,0.01198268,0.0006483772,0.005474181,0.0002161898,0.00004663312],"category_scores_gemma":[0.0004136088,0.000627961,0.00005897761,0.0007635778,0.0004536055,0.001659317,0.008666584,0.006169299,0.0003008882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008463254,"about_ca_system_score_gemma":0.0007675219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003783024,"about_ca_topic_score_gemma":0.001556436,"domain_scores_codex":[0.9918879,0.005205253,0.001333621,0.0001358316,0.0006634102,0.0007739304],"domain_scores_gemma":[0.9936022,0.001421116,0.0003790662,0.00383598,0.0004670545,0.0002945606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001871715,0.001393859,0.00130905,0.0004160416,0.0002052628,0.000001363802,0.65069,0.0001590507,0.00006690207,0.005163872,0.008099123,0.3324768],"study_design_scores_gemma":[0.001406236,0.000209897,0.0941966,0.0003107795,0.00001830794,0.0002631919,0.05647127,0.001216691,0.01398007,0.001494557,0.8286188,0.0018136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088306,0.0001483761,0.07910535,0.002636915,0.0004916972,0.0003980163,0.000002219595,0.0008711539,0.007515655],"genre_scores_gemma":[0.6084324,0.00003941022,0.3892987,0.001332856,0.00009215147,0.00006972591,0.00008994026,0.0000287572,0.0006161512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8205197,"threshold_uncertainty_score":0.9999067,"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."}}