{"id":"W2108471538","doi":"10.1109/icalt.2006.1652588","title":"Social Network and Content Analysis of Interactions in a Video-Mediated Virtual Community","year":2006,"lang":"en","type":"article","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Social network analysis; Virtual community; Affect (linguistics); Content analysis; Social network (sociolinguistics); Social relation; Content (measure theory); Human–computer interaction; Multimedia; World Wide Web; The Internet; Social media; Psychology; Sociology; Social psychology; Communication","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":[0.0008668573,0.0001996899,0.000226638,0.004004591,0.0005955827,0.0009785066,0.0003758194,0.0003196888,0.00171795],"category_scores_gemma":[0.005246362,0.00008336731,0.0002409285,0.002124048,0.0005709713,0.001605648,0.0004294546,0.0002981267,0.0002164138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799903,"about_ca_system_score_gemma":0.0002955773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048398,"about_ca_topic_score_gemma":0.003315866,"domain_scores_codex":[0.9991863,0.0004434591,0.0000274514,0.00009207234,0.0001986738,0.00005199876],"domain_scores_gemma":[0.9951007,0.003572223,0.000478279,0.0001922047,0.0004845881,0.0001720641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001386629,0.0009543283,0.2695922,0.001027815,0.0005391024,0.002003091,0.02483463,0.07205409,0.0764966,0.1031778,0.004068641,0.4438651],"study_design_scores_gemma":[0.00004494269,0.000375873,0.2830008,0.00009079868,0.0001446874,0.0007405024,0.01151269,0.6334178,0.01173643,0.04864966,0.01018736,0.00009847731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068341,0.0001790905,0.08248679,0.0002125893,0.00001962988,0.0001603457,0.0005414697,0.0001599623,0.009406063],"genre_scores_gemma":[0.9833326,0.0000547685,0.01551402,0.000009751707,0.00001297133,0.00006748156,0.0002215433,0.00001147121,0.0007753326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004048398,"threshold_uncertainty_score":0.008049667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377869883756304,"score_gpt":0.3056911724218077,"score_spread":0.2719124735842446,"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."}}