{"id":"W4394928156","doi":"10.5539/jel.v13n4p168","title":"Optimizing Online Teaching: Total Quality Management in Action for Quality Assurance Measures","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jilin Office of Philosophy and Social Science; People's Government of Jilin Province","keywords":"Quality assurance; Quality (philosophy); Psychology; Action (physics); Quality management; Medical education; Computer science; Operations management; Medicine; Management system; Engineering","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":[0.005441515,0.00005985691,0.0001348781,0.0001912055,0.0003014074,0.000166667,0.00005851054,0.00004759634,0.00001916693],"category_scores_gemma":[0.001303626,0.0000553107,0.00006724763,0.0001413447,0.0000246371,0.000413845,0.000008692733,0.0005999123,8.109562e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275214,"about_ca_system_score_gemma":0.0004148288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797649,"about_ca_topic_score_gemma":0.0002656501,"domain_scores_codex":[0.9984313,0.0007213545,0.0003612965,0.0001113729,0.0002440327,0.0001306421],"domain_scores_gemma":[0.9991474,0.0004323444,0.0002103819,0.00003401559,0.0001140264,0.0000618378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003534833,0.0001615356,0.003542775,0.000133259,0.00003304283,0.000001119271,0.01426844,0.001426016,0.0002605655,0.009929672,0.0002685321,0.9699397],"study_design_scores_gemma":[0.000309084,0.00007605006,0.04797424,0.0004059511,0.00003324656,0.000007297548,0.1450395,0.0005735449,0.00001060871,0.0006528577,0.8047803,0.0001373788],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805524,0.001485555,0.005859389,0.006878332,0.001091069,0.0001139711,6.378771e-7,0.00002537421,0.00399323],"genre_scores_gemma":[0.9643439,0.0003740202,0.03016296,0.00005264083,0.0008574378,0.000003211197,0.000003316756,0.000006956326,0.004195533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9698023,"threshold_uncertainty_score":0.2606354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08822757858886685,"score_gpt":0.4737350996060158,"score_spread":0.3855075210171489,"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."}}