{"id":"W2937948577","doi":"10.19173/irrodl.v20i1.3705","title":"Nonverbal Communication in Text-Based, Asynchronous Online Education","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Nonverbal communication; Asynchronous communication; Psychology; Thematic analysis; Body language; Exploratory research; Computer-mediated communication; Paralanguage; Mathematics education; Qualitative research; Computer science; Multimedia; Applied psychology; Communication; The Internet; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004653575,0.0001894127,0.0003484682,0.001260591,0.0008424364,0.005259593,0.0006663987,0.0009564256,0.002386104],"category_scores_gemma":[0.02042263,0.0002147229,0.0002060966,0.001504289,0.002253068,0.005123151,0.001822011,0.0008578864,0.0002735886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021118,"about_ca_system_score_gemma":0.001295118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105848,"about_ca_topic_score_gemma":0.001583363,"domain_scores_codex":[0.9907257,0.006589338,0.0004641848,0.0005363259,0.001303416,0.0003810915],"domain_scores_gemma":[0.9721925,0.02191347,0.003824135,0.0004738408,0.0009756591,0.000620258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003674648,0.001058944,0.07442217,0.006553914,0.0001278547,0.001785624,0.1462042,0.0003822383,0.003191924,0.02998624,0.002204112,0.7337154],"study_design_scores_gemma":[0.0001439558,0.001870899,0.4165111,0.0199982,0.0004867096,0.005868524,0.3483852,0.002746058,0.006488972,0.04407021,0.1531992,0.0002309961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646746,0.06864081,0.007690273,0.004504877,0.000402232,0.0001779134,0.00007100662,0.00004076541,0.05379742],"genre_scores_gemma":[0.9839497,0.01279328,0.001220554,0.0004067679,0.0001670221,0.00008022587,0.00002090136,0.00001045552,0.001351091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005259593,"threshold_uncertainty_score":0.02461076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725352623491935,"score_gpt":0.4736534245920955,"score_spread":0.4163998983571762,"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."}}