{"id":"W1966979378","doi":"10.4018/jskd.2010070102","title":"A Framework for Analyzing Online Communities","year":2010,"lang":"en","type":"article","venue":"International Journal of Sociotechnology and Knowledge Development","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Interactivity; Value proposition; Value (mathematics); Online community; Proposition; Business; Virtual community; The Internet; Public relations; Knowledge management; Marketing; Internet privacy; World Wide Web; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009491501,0.00007897276,0.0001485786,0.0003204101,0.000400695,0.00006350227,0.0005717305,0.0002340515,0.00006316192],"category_scores_gemma":[0.0004236535,0.00007547619,0.00005911665,0.0000898972,0.000320003,0.0001352432,0.0001532268,0.0005436834,0.000005231241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007208837,"about_ca_system_score_gemma":0.0002257562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185485,"about_ca_topic_score_gemma":0.001653494,"domain_scores_codex":[0.999291,0.00003239328,0.0003030614,0.00006882772,0.0001459355,0.0001587681],"domain_scores_gemma":[0.9988384,0.0002901494,0.0001943952,0.00005907602,0.0005684051,0.00004956663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003901615,0.0002107259,0.02026924,0.0000150056,0.0003646969,0.000007110038,0.05697183,7.245706e-7,0.0001794316,0.6178872,0.0004358109,0.3036192],"study_design_scores_gemma":[0.0009238639,0.00005918353,0.009912783,0.000218162,0.00004349146,0.00001797914,0.04007309,0.00006750406,0.0007769322,0.126219,0.8214139,0.00027409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631231,0.0007718721,0.02283389,0.007135816,0.003151633,0.0001291055,0.000003198976,0.00005323017,0.00279809],"genre_scores_gemma":[0.9433442,0.0003372768,0.05523118,0.00006660431,0.0005362838,0.000005658183,0.000003811731,0.000006870831,0.0004681436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8209781,"threshold_uncertainty_score":0.3081863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522352168851138,"score_gpt":0.3813025632306422,"score_spread":0.3360790415421308,"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."}}