{"id":"W4395090061","doi":"10.5539/hes.v14n2p52","title":"Feasibility Study on the Implementation of the Two-Phase Teaching Method of &amp;#34;Short Tennis + Standard Tennis&amp;#34; in General Colleges and Universities","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Higher education; Mathematics education; Psychology; Medical education; Phase (matter); Teaching method; Multimedia; Computer science; Medicine; Chemistry; Political science","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":[0.00111385,0.0001253323,0.0002069105,0.0001859521,0.0002676506,0.00003350821,0.0003367215,0.00003351987,0.0000250538],"category_scores_gemma":[0.00002473768,0.00007868728,0.00004513166,0.0004392355,0.0001982542,0.0001664858,0.0002058188,0.0001957378,0.000001189315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095456,"about_ca_system_score_gemma":0.0004577136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003838013,"about_ca_topic_score_gemma":0.000453652,"domain_scores_codex":[0.9985916,0.0004520063,0.0002928083,0.0003032066,0.0002381241,0.0001222627],"domain_scores_gemma":[0.9986357,0.000626173,0.00009425041,0.0004283228,0.000198109,0.00001741927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003564573,0.0007943718,0.2571818,0.00008783544,0.0002964133,4.592847e-7,0.04464703,0.00001352152,0.001032236,0.6826126,0.006949066,0.006349029],"study_design_scores_gemma":[0.0004715642,0.0002177,0.7795782,0.00008692386,0.00008068277,0.000005078261,0.1906026,0.000009630583,0.0008315874,0.01220418,0.01575595,0.0001558584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858238,0.001360088,0.0009265168,0.01015753,0.0008938386,0.0004518927,0.00002738828,0.00003366677,0.0003253172],"genre_scores_gemma":[0.9917909,0.00003518587,0.006371362,0.0001456154,0.00005548615,0.00006462484,0.000003293286,0.000005173154,0.001528388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6704084,"threshold_uncertainty_score":0.3208774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335779431667754,"score_gpt":0.5063126392116959,"score_spread":0.3727346960449205,"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."}}