{"id":"W2399016878","doi":"10.5539/jel.v5n3p149","title":"Virtual Communities as a Social and Cultural Phenomenon","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Entertainment; The Internet; Ethnography; Sociology; Feeling; Qualitative research; Subject (documents); Unemployment; Social psychology; Psychology; Social science; Visual arts; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002675276,0.0002310264,0.0002871726,0.00243119,0.0105399,0.009615466,0.0009012209,0.001528414,0.002536281],"category_scores_gemma":[0.004274917,0.0002620249,0.0002338104,0.002428796,0.0191697,0.006827401,0.008642584,0.001287692,0.000144345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612887,"about_ca_system_score_gemma":0.002275311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215743,"about_ca_topic_score_gemma":0.00546217,"domain_scores_codex":[0.9935315,0.004658127,0.00011548,0.0003970948,0.0007201964,0.0005775375],"domain_scores_gemma":[0.9961378,0.001810978,0.0007311627,0.0002925455,0.0002127805,0.0008147078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005630956,0.000120573,0.01368408,0.0003416913,0.00003328451,0.003446332,0.6870736,0.0004439848,0.001330455,0.2426711,0.004103949,0.04669458],"study_design_scores_gemma":[0.00002172752,0.0001261038,0.01222755,0.0003807265,0.0000241215,0.002020384,0.7796302,0.0009288475,0.0003907083,0.04962987,0.1545575,0.00006222597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8641159,0.003803012,0.005722211,0.006792556,0.000299497,0.0001270587,0.00005539731,0.00008900437,0.1189956],"genre_scores_gemma":[0.9976318,0.000378496,0.0003785539,0.0001131023,0.00003648991,0.00002479508,0.000007122829,0.000006901616,0.001422776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105399,"threshold_uncertainty_score":0.01895791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969765334058373,"score_gpt":0.3845525741501034,"score_spread":0.3348549208095196,"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."}}