{"id":"W3174593137","doi":"10.37213/cjal.2021.31319","title":"Levels of Engagement in Task-based Synchronous Computer Mediated Interaction","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Negotiation; Computer science; Computer-mediated communication; Meaning (existential); Task analysis; Focus (optics); Psychology; Linguistics; Mathematics education; Cognitive psychology; Sociology; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004607838,0.00009159825,0.0002183804,0.0002592011,0.0001245184,0.0000764617,0.0001051333,0.00003869043,0.000730603],"category_scores_gemma":[0.0005727208,0.00009266992,0.00005346592,0.00004705984,0.00007298332,0.00001236932,0.000007248889,0.0005236864,0.00000890807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521132,"about_ca_system_score_gemma":0.0008878735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026105,"about_ca_topic_score_gemma":0.01832039,"domain_scores_codex":[0.9991199,0.00006779536,0.0004295738,0.00008528677,0.0001227448,0.0001746431],"domain_scores_gemma":[0.9989245,0.0002171673,0.0002645891,0.00009191792,0.0003427634,0.0001590409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001764418,0.0004788797,0.004819911,0.0006798751,0.0005634737,0.003196576,0.239341,0.1189966,0.001007398,0.5660335,0.01428741,0.05041893],"study_design_scores_gemma":[0.0009009903,0.0001376433,0.000649927,0.0003659637,0.00005844631,0.000009073815,0.005506703,0.00379643,0.0003620579,0.0005153516,0.9874814,0.0002160409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6230277,0.0008103237,0.006316607,0.0006456128,0.01349253,0.000332911,0.0002420408,0.00004746981,0.3550847],"genre_scores_gemma":[0.9965686,0.000002020665,0.00168607,0.0002945586,0.001354785,5.935167e-7,0.00001401418,0.00001476819,0.00006460316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9731939,"threshold_uncertainty_score":0.9995927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947621617712361,"score_gpt":0.2473161674897364,"score_spread":0.2078399513126128,"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."}}