{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00799568,0.001371886,0.000999563,0.0125129,0.00542667,0.007780555,0.003237631,0.002731934,0.008022305],"category_scores_gemma":[0.02012958,0.0007109271,0.002305329,0.01043277,0.005380381,0.01263211,0.006951145,0.002769528,0.001950904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860009,"about_ca_system_score_gemma":0.003543446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008555523,"about_ca_topic_score_gemma":0.004599569,"domain_scores_codex":[0.9920372,0.00443134,0.0005710761,0.001034749,0.001466111,0.0004595851],"domain_scores_gemma":[0.9899837,0.005230105,0.001100659,0.001819731,0.001091841,0.0007739699],"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":[0.00001217402,0.00006198337,0.001710448,0.0001910444,0.00003322585,0.0002166758,0.00383011,0.00348467,0.0004424088,0.9484511,0.003014386,0.03855188],"study_design_scores_gemma":[0.00002057107,0.00004662812,0.001143162,0.0002817033,0.00003117296,0.0004994486,0.00493999,0.03519888,0.0003648731,0.8061292,0.1512937,0.0000507253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008086976,0.001172266,0.9618555,0.001385796,0.0001631332,0.001131085,0.0006938342,0.0005733072,0.02493819],"genre_scores_gemma":[0.1189151,0.0008991772,0.8694327,0.0002465461,0.0001592886,0.002606742,0.001232106,0.000124009,0.006384138],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0125129,"threshold_uncertainty_score":0.04228568,"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."}}