{"id":"W4239581854","doi":"10.1007/978-1-4939-7131-2_101421","title":"Virtual Community","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Virtual community; World Wide Web; The Internet","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":[0.0003853597,0.0005411843,0.000248948,0.00132876,0.002309482,0.006169986,0.001180536,0.001291725,0.1807119],"category_scores_gemma":[0.001334729,0.0001763337,0.000265203,0.001825025,0.001038217,0.007270627,0.004328373,0.001178561,0.07330724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240476,"about_ca_system_score_gemma":0.001663685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428832,"about_ca_topic_score_gemma":0.005521046,"domain_scores_codex":[0.9995803,0.00009047177,0.00001039265,0.00007501096,0.0001753162,0.00006852052],"domain_scores_gemma":[0.9996449,0.00005008184,0.00001659829,0.0000790101,0.00008590217,0.00012356],"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":[0.00001769799,0.00005585874,0.00009787726,0.0001143655,0.00000261779,0.00004548244,0.0006620115,0.0001619143,0.0002989206,0.3197663,0.4342707,0.2445063],"study_design_scores_gemma":[0.000001860034,0.000004794391,0.00006884091,0.00005211719,0.000001017036,0.00005466994,0.0002532606,0.0001283232,0.00008195754,0.01922487,0.9801255,0.000002756266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007404569,0.0009500481,0.004285397,0.001095482,0.0005126711,0.00003815917,0.0001238408,0.0003142993,0.9919396],"genre_scores_gemma":[0.01577302,0.001551209,0.002355393,0.0005530886,0.0002768296,0.00006392202,0.0003790892,0.0001729347,0.9788745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1807119,"threshold_uncertainty_score":0.6045417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06767223742137711,"score_gpt":0.2085257567222359,"score_spread":0.1408535193008588,"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."}}