{"id":"W3161400597","doi":"10.31234/osf.io/37n6u","title":"Can Virtual Conferences Promote Social Connection?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"TED","keywords":"Interpersonal ties; Feeling; Connection (principal bundle); Strong ties; Public relations; Point (geometry); Political science; Psychology; Internet privacy; Sociology; Social psychology; Engineering; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003380006,0.0003986983,0.0003768936,0.00137655,0.003152113,0.008185447,0.0008820166,0.001978775,0.02869951],"category_scores_gemma":[0.02252326,0.0002703544,0.0005899618,0.001042734,0.002324147,0.006305766,0.005137537,0.002030642,0.002422146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184596,"about_ca_system_score_gemma":0.001187568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008753451,"about_ca_topic_score_gemma":0.001944369,"domain_scores_codex":[0.9957489,0.002903167,0.00007464701,0.0002968666,0.0004109577,0.0005654389],"domain_scores_gemma":[0.9827914,0.008985693,0.002039941,0.0008871102,0.0009015899,0.00439427],"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":[0.001232637,0.004403774,0.1018185,0.004254544,0.0005916193,0.002223901,0.1174747,0.0006063484,0.005187635,0.1318563,0.05068808,0.5796618],"study_design_scores_gemma":[0.0006713812,0.002738309,0.2644983,0.003029821,0.0006724526,0.002394589,0.1771021,0.0019413,0.00294913,0.1202255,0.4235118,0.0002651997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5943595,0.006921885,0.003951618,0.03550444,0.002412755,0.0002538591,0.0002279836,0.0001855609,0.3561825],"genre_scores_gemma":[0.9879996,0.002486185,0.001114401,0.001822402,0.0006256251,0.0001134355,0.00005619056,0.00003518368,0.005746867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9918146,"threshold_uncertainty_score":0.09600943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707286881013763,"score_gpt":0.3173815937788443,"score_spread":0.2803087249687066,"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."}}