{"id":"W1590217962","doi":"10.15353/joci.v3i2.2374","title":"The concept of community and the character of networks","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Assemblage (archaeology); Conflation; Situated; Character (mathematics); Epistemology; Ontology; sort; Community network; Set (abstract data type); Computer science; Sociology; Perspective (graphical); Data science; Knowledge management; Artificial intelligence; Geography","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":[0.007772071,0.0005123075,0.0005068081,0.005294467,0.008101555,0.01073223,0.00168484,0.003417441,0.004509361],"category_scores_gemma":[0.01490137,0.0004106849,0.0005623086,0.004458085,0.04400145,0.0249033,0.009277076,0.002344041,0.0003992944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006666749,"about_ca_system_score_gemma":0.003903577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520226,"about_ca_topic_score_gemma":0.004745812,"domain_scores_codex":[0.9824368,0.01238632,0.0005209197,0.001605859,0.002179936,0.0008701711],"domain_scores_gemma":[0.984651,0.009809473,0.001566854,0.001362039,0.00116263,0.00144791],"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":[0.000004092871,0.000003084592,0.0002760315,0.00003451202,0.000002139154,0.00005082735,0.003228264,0.0002778679,0.00004131446,0.9916536,0.0007743551,0.00365397],"study_design_scores_gemma":[0.00001034668,0.00001902142,0.0004495487,0.0002219952,0.00000814882,0.0003365234,0.009918792,0.002640969,0.0001517993,0.8738529,0.1123709,0.00001904205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08143879,0.01026664,0.3747716,0.0473073,0.000873922,0.0004351294,0.0003105338,0.0002969417,0.4842991],"genre_scores_gemma":[0.9265271,0.003368982,0.05382361,0.001357906,0.0003076925,0.0006321421,0.0001369553,0.00009258653,0.01375303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01073223,"threshold_uncertainty_score":0.0483709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547927488918702,"score_gpt":0.3422614832531492,"score_spread":0.3067822083639622,"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."}}