{"id":"W2406058805","doi":"10.19173/irrodl.v17i3.2397","title":"Growth patterns and E-Moderating Supports in Asynchronous Online Discussions in an Undergraduate Blended Course","year":2016,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thread (computing); Asynchronous communication; Computer science; Psychology; Mathematics education; Telecommunications; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005974984,0.0002860869,0.0002730258,0.002023757,0.002593085,0.003282356,0.0007837557,0.0008359777,0.001578001],"category_scores_gemma":[0.02707602,0.0002208189,0.0003352379,0.001072932,0.001005453,0.00265328,0.003338012,0.0009439492,0.0003212313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126999,"about_ca_system_score_gemma":0.00100182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708187,"about_ca_topic_score_gemma":0.003153071,"domain_scores_codex":[0.9959844,0.002115285,0.0002854371,0.0004903407,0.0007587371,0.0003658838],"domain_scores_gemma":[0.9736108,0.01628395,0.00409949,0.001168943,0.001956969,0.002879876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005866882,0.001110856,0.4713188,0.0002600432,0.00005512109,0.001724092,0.3659548,0.0004320142,0.009899021,0.003267198,0.0008197442,0.1445716],"study_design_scores_gemma":[0.0000859258,0.001086248,0.5737699,0.0002479719,0.00007203112,0.001181678,0.3844136,0.006109335,0.005131537,0.005231223,0.02253585,0.0001348429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968718,0.00004921768,0.001089929,0.0001360255,0.00001129971,0.0000416859,0.0000278593,0.00002077511,0.001751522],"genre_scores_gemma":[0.997803,0.0000351337,0.00122802,0.00002314294,0.00001193785,0.00005028736,0.00003342183,0.000008277769,0.0008068395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005974984,"threshold_uncertainty_score":0.0315991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139877267712865,"score_gpt":0.4619994681711434,"score_spread":0.3806006954940148,"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."}}