{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002498055,0.0004128884,0.0003674638,0.002117946,0.003725706,0.01342332,0.001460544,0.001884168,0.04578871],"category_scores_gemma":[0.004303558,0.0002723483,0.0003863266,0.003022671,0.003714459,0.01515025,0.01133818,0.001522733,0.008325922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917074,"about_ca_system_score_gemma":0.003203028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342969,"about_ca_topic_score_gemma":0.003309172,"domain_scores_codex":[0.9975705,0.001087377,0.00008958158,0.0003101425,0.0007051454,0.0002373244],"domain_scores_gemma":[0.9967891,0.0005942468,0.0001901051,0.0007481516,0.0005060674,0.001172371],"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":[0.00004259901,0.00007168145,0.001318985,0.0002906114,0.00001413981,0.0002032523,0.003880473,0.0005665068,0.0005284434,0.514255,0.2461714,0.2326568],"study_design_scores_gemma":[0.0000126171,0.00002779887,0.0004333774,0.0002331448,0.000008281449,0.0002033546,0.00248305,0.0007311504,0.0001626136,0.08378845,0.9119031,0.00001295242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0218813,0.01199951,0.06550162,0.06142069,0.003350126,0.0003837745,0.0007796087,0.002955794,0.8317275],"genre_scores_gemma":[0.5005618,0.01350275,0.0749936,0.01005228,0.002993742,0.0005958771,0.001670963,0.001239415,0.3943896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9542113,"threshold_uncertainty_score":0.1531785,"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."}}