{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006459365,0.0001742616,0.0002879837,0.0001836418,0.0005303813,0.0003573091,0.000528086,0.00008465262,0.00002330377],"category_scores_gemma":[0.001974076,0.0001519066,0.0000750385,0.0003981993,0.000223675,0.0009081829,0.0004808801,0.0004949691,0.000004678692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505072,"about_ca_system_score_gemma":0.00005245272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009744669,"about_ca_topic_score_gemma":0.005278395,"domain_scores_codex":[0.9984554,0.00005674468,0.0003811873,0.0003937489,0.000416426,0.0002964703],"domain_scores_gemma":[0.9983515,0.000696409,0.0003117422,0.0001892191,0.0003512053,0.00009989763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000756138,0.002441398,0.3668017,0.0006898687,0.0005277343,0.00006037547,0.4272348,0.0004392395,0.008954704,0.05899232,0.003261988,0.1298398],"study_design_scores_gemma":[0.007811593,0.0009616388,0.610468,0.03452088,0.0007052745,0.0004796724,0.1814141,0.0171576,0.02594646,0.1016451,0.01484452,0.004045241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700844,0.00002795072,0.00002879783,0.001625758,0.001499909,0.0001758619,0.000001504478,0.00008572308,0.02647007],"genre_scores_gemma":[0.9979501,0.00002083696,0.0007579133,0.0001167882,0.001038947,0.00002792451,0.000004154931,0.0000210376,0.0000622609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458206,"threshold_uncertainty_score":0.6194571,"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."}}