{"id":"W2298682466","doi":"","title":"Researching Social Capital in Video Mediated Virtual Communities: Problems and Prospects – The State of Affairs","year":2005,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Social capital; State (computer science); Capital (architecture); Sociology; Political science; Public relations; Computer science; Social science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00128017,0.0001942613,0.0003150624,0.0001345302,0.0009151138,0.0001661969,0.0002215638,0.00009253911,0.0001033441],"category_scores_gemma":[0.00009914843,0.0001702396,0.00002916646,0.000650833,0.0006919652,0.0002856415,0.0001076241,0.0008866844,0.000007511601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005379709,"about_ca_system_score_gemma":0.0004917117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03219431,"about_ca_topic_score_gemma":0.1539287,"domain_scores_codex":[0.9970862,0.0009575826,0.0004280089,0.0002904834,0.0007748454,0.0004628949],"domain_scores_gemma":[0.9987584,0.0003551392,0.0004924746,0.000113683,0.0001565227,0.0001238141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002117606,0.0005706814,0.457863,0.0001261199,0.00002243285,0.000002187296,0.291567,0.00003395811,0.0001494466,0.1519216,0.0003753657,0.09715647],"study_design_scores_gemma":[0.0006698512,0.0003793406,0.7851521,0.0003969488,0.00001014195,3.897508e-7,0.1915799,0.00005145454,0.00001957931,0.009176,0.01224452,0.0003197144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579098,0.0005325933,8.274818e-7,0.02719321,0.0002297048,0.0006455415,0.00001352487,0.00004022456,0.01343463],"genre_scores_gemma":[0.9880588,0.001625751,0.00002648375,0.0002275306,0.000191021,0.0001289532,0.00001383538,0.00001783449,0.009709763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272892,"threshold_uncertainty_score":0.9742504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111217886853086,"score_gpt":0.3424460057514258,"score_spread":0.2313242170661171,"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."}}