{"id":"W7045584475","doi":"","title":"Asynchronous electronic discussion group: Analysis of postings and perception of in-service teachers","year":2007,"lang":"en","type":"article","venue":"Knowledge based platform (Open University Malaysia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Asynchronous communication; Perception; Online discussion; Quarter (Canadian coin); Discussion board; Electronic learning; Computer-mediated communication; Asynchronous learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003248871,0.0002655911,0.0003375751,0.001739736,0.0008764096,0.00120027,0.0004986778,0.0005653132,0.003232537],"category_scores_gemma":[0.02257402,0.0001766727,0.0002723706,0.001032398,0.0005394004,0.001083751,0.00115067,0.0007165867,0.0007144977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033015,"about_ca_system_score_gemma":0.0005169597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007504306,"about_ca_topic_score_gemma":0.0009862267,"domain_scores_codex":[0.9966894,0.001614714,0.0002819299,0.0002464798,0.0007382968,0.0004291126],"domain_scores_gemma":[0.9710769,0.01666796,0.005971077,0.0008099633,0.003573266,0.001900813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204328,0.001526353,0.6432006,0.0004435086,0.00006926848,0.001217082,0.2416042,0.0001323244,0.01263493,0.0002134067,0.001198719,0.09655521],"study_design_scores_gemma":[0.00001988147,0.001406171,0.8027027,0.00006041102,0.00002361695,0.0004405014,0.1892091,0.0003246023,0.002119738,0.00009578657,0.003560292,0.00003710447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986774,0.00002529146,0.0002770983,0.00005132559,0.000006831837,0.00004718618,0.0000496334,0.000008994389,0.0008563754],"genre_scores_gemma":[0.997772,0.00006037358,0.0005876822,0.00003476011,0.00001842908,0.0001088751,0.0001057257,0.000008088988,0.001304038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003248871,"threshold_uncertainty_score":0.01718187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177325461906799,"score_gpt":0.2545521204794463,"score_spread":0.2427788658603783,"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."}}