{"id":"W3211400115","doi":"10.54590/pop.2021.003","title":"Building Virtual Community through Digital Scholarship Meetups","year":2021,"lang":"en","type":"article","venue":"Pop! Public Open Participatory","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Digital scholarship; Context (archaeology); Community engagement; Community building; Computer science; Virtual community; Process (computing); Institution; Sociology; Public relations; Knowledge management; World Wide Web; Political science; The Internet; Social 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02111925,0.0008994576,0.000464679,0.00366016,0.01517258,0.009498557,0.003945175,0.002045108,0.01111213],"category_scores_gemma":[0.03566521,0.0006419359,0.0008231696,0.001913921,0.008118782,0.01377253,0.03798574,0.002807543,0.002886893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910268,"about_ca_system_score_gemma":0.006616631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007649774,"about_ca_topic_score_gemma":0.001911391,"domain_scores_codex":[0.9762406,0.01792587,0.0005244047,0.001297335,0.002355607,0.00165624],"domain_scores_gemma":[0.9668265,0.01468583,0.001669541,0.005851216,0.002359645,0.008607345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000309146,0.001556996,0.01147115,0.0009646162,0.00007458302,0.002941909,0.344574,0.003352772,0.005621027,0.1391427,0.03080623,0.4591848],"study_design_scores_gemma":[0.0001422389,0.0007597584,0.003775196,0.0006622584,0.00005376922,0.001465667,0.244979,0.007154136,0.007278949,0.0999085,0.6336423,0.0001781945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4506046,0.0006228105,0.3080527,0.009639585,0.001076948,0.003386386,0.0002524199,0.003421212,0.2229434],"genre_scores_gemma":[0.8578141,0.0002560793,0.1137214,0.0004806888,0.0002303619,0.001518859,0.0002037919,0.0003661544,0.02540837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9905015,"threshold_uncertainty_score":0.1116906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3022752221468978,"score_gpt":0.472793525518638,"score_spread":0.1705183033717402,"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."}}