{"id":"W3205870165","doi":"10.1145/3479518","title":"Meeting with Media: Comparing Synchronous Media Sharing and Icebreaker Questions in Initial Interactions via Video Chat","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Conversation; Computer science; Context (archaeology); Multimedia; Digital media; Social media; World Wide Web; 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":[0.009753787,0.0003699065,0.0004354423,0.001533448,0.001292165,0.002559782,0.0007139185,0.0008826223,0.003246227],"category_scores_gemma":[0.07409634,0.000262997,0.0005839674,0.0007649175,0.001157889,0.003146835,0.002296709,0.001199454,0.0006350593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009658948,"about_ca_system_score_gemma":0.0009672661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582598,"about_ca_topic_score_gemma":0.00290783,"domain_scores_codex":[0.9908708,0.006145008,0.0008082119,0.00065441,0.0009425185,0.0005791181],"domain_scores_gemma":[0.8975753,0.08358907,0.007852673,0.002770753,0.0045146,0.003697623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03098098,0.01409227,0.4426453,0.003598677,0.0009077797,0.0006754483,0.2372369,0.002514029,0.02062733,0.004184647,0.001823263,0.2407133],"study_design_scores_gemma":[0.001337586,0.03724084,0.7869801,0.0009844884,0.001013035,0.0004516865,0.1418486,0.009375639,0.009952715,0.00325721,0.007302988,0.0002551209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953746,0.0001347754,0.0007893138,0.00005843446,0.00002320794,0.0002823258,0.0000704799,0.00001537935,0.00325147],"genre_scores_gemma":[0.9969472,0.0001288842,0.001248189,0.00006787498,0.00002603635,0.0005270822,0.0001864063,0.00001122681,0.0008570763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009753787,"threshold_uncertainty_score":0.05158359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933416354072521,"score_gpt":0.3369768512335944,"score_spread":0.2876426876928692,"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."}}