{"id":"W7096039145","doi":"","title":"ABSTRACT VIRTUAL COMMUNITIES: A GLOBAL RESOURCE by","year":2008,"lang":"en","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Database transaction; Resource (disambiguation); Information resource; Internet access; Virtual community","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":[],"consensus_categories":[],"category_scores_codex":[0.00005420838,0.0000845721,0.00008087447,0.00001610159,0.0001792212,0.00009403311,0.001220854,0.00003749659,0.000207951],"category_scores_gemma":[0.000001282619,0.00007138867,0.00003344958,0.0001883537,0.00004857835,0.0008427921,0.0002685027,0.0000785341,0.0002060282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001016773,"about_ca_system_score_gemma":0.00003511659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007146151,"about_ca_topic_score_gemma":0.00004005359,"domain_scores_codex":[0.9993885,0.00003095415,0.0001142493,0.000117438,0.0001704279,0.0001784567],"domain_scores_gemma":[0.9993619,0.00005834005,0.00002847838,0.0004579053,0.00001101653,0.00008240614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001750517,0.0002922453,0.01473927,0.00001452722,0.000036352,0.00007799079,0.006626326,0.0000951171,0.0001393402,0.1915378,0.770438,0.0159856],"study_design_scores_gemma":[0.000510362,0.0001767563,0.0502765,0.0000160722,0.000001572634,0.0001110853,0.001725962,0.007126669,0.000561878,0.001164705,0.9379327,0.0003956969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5846276,0.0001771213,0.01307321,0.002032502,0.0001005818,0.00005615411,0.00001105269,0.000503736,0.3994181],"genre_scores_gemma":[0.9907489,0.0000113172,0.002666542,0.004318176,0.00003209355,0.000001719262,0.000008535922,0.000003038662,0.002209668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061214,"threshold_uncertainty_score":0.2911145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508903153125181,"score_gpt":0.2087134639719302,"score_spread":0.1936244324406784,"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."}}