{"id":"W1556125009","doi":"10.15353/joci.v11i2.2840","title":"Embedding Digital Advantage: A Five-Stage Maturity Model for Digital Communities","year":2015,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Information and Communications Technology; Capability Maturity Model; Process (computing); Knowledge management; Digital divide; Audit; Information technology; Public relations; Business; Computer science; Political science; World Wide Web","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":[0.009652081,0.000810616,0.0003245033,0.003630941,0.00269044,0.006861834,0.001814612,0.003247152,0.005396765],"category_scores_gemma":[0.01413935,0.0005710144,0.001347629,0.002074033,0.005038578,0.01552114,0.005347574,0.003242577,0.001511515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008527712,"about_ca_system_score_gemma":0.01013879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007686538,"about_ca_topic_score_gemma":0.007074027,"domain_scores_codex":[0.9946108,0.002668094,0.0003354585,0.0004484333,0.001284537,0.0006527361],"domain_scores_gemma":[0.9903302,0.003983343,0.000987708,0.0005985963,0.002928967,0.001171237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005444432,0.0002092584,0.01043244,0.0002627794,0.00003368505,0.0003632448,0.01783455,0.005669759,0.001287292,0.9205183,0.001721771,0.04161245],"study_design_scores_gemma":[0.00006489475,0.0004575588,0.008208446,0.0006096634,0.00007032343,0.0007511557,0.02392178,0.06822923,0.00226497,0.8195779,0.07570785,0.0001362811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1463456,0.00129497,0.5547966,0.01598171,0.00009246437,0.002851322,0.0004754343,0.00042601,0.2777358],"genre_scores_gemma":[0.8148049,0.0006815513,0.172054,0.0003837663,0.00001756803,0.0009914258,0.0002925326,0.00004217198,0.01073203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009652081,"threshold_uncertainty_score":0.06187314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07421567412270441,"score_gpt":0.294856839935997,"score_spread":0.2206411658132926,"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."}}