{"id":"W4389953671","doi":"10.5539/jel.v13n1p101","title":"Developing a Model to Enhance Junior High School Teacher 21st Century Learning Management Competencies","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University; National Research Council of Thailand","keywords":"Curriculum; Excellence; Coaching; Blended learning; Educational technology; Psychology; Pedagogy; Knowledge management; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004133407,0.000828809,0.0003084222,0.001240724,0.001165671,0.004019455,0.001899775,0.001357003,0.004953781],"category_scores_gemma":[0.006536846,0.0003768239,0.0008373489,0.0006074411,0.001347611,0.004346511,0.004357038,0.001496562,0.001406159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003246178,"about_ca_system_score_gemma":0.01206407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748565,"about_ca_topic_score_gemma":0.01013879,"domain_scores_codex":[0.9972529,0.001247262,0.0001286557,0.0002628288,0.0008307297,0.0002776521],"domain_scores_gemma":[0.9971293,0.000902041,0.000232197,0.0004005842,0.0008181555,0.0005178687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004805767,0.003849212,0.02558831,0.002513857,0.00009184597,0.001349416,0.04077004,0.0584227,0.02796418,0.3002914,0.0250537,0.5136247],"study_design_scores_gemma":[0.0003925284,0.003694741,0.01199768,0.003364392,0.0002795537,0.001218854,0.04514343,0.19046,0.02456034,0.1308212,0.5877019,0.0003655036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2781649,0.0005916778,0.5016764,0.01236971,0.0003765933,0.003498336,0.0004964015,0.001944227,0.2008817],"genre_scores_gemma":[0.5130242,0.0006122626,0.4627958,0.0007264533,0.00002550357,0.001589488,0.000568498,0.0001667476,0.02049106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004953781,"threshold_uncertainty_score":0.02355278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147631535287469,"score_gpt":0.3682616027110092,"score_spread":0.3367852873581345,"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."}}