{"id":"W4200244329","doi":"10.5539/jel.v11n1p125","title":"Teacher Professional Development in Research Skill of Teacher in Non-Formal Education Center, Lampang, Thailand","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Coaching; Action research; Medical education; Pedagogy; Medicine","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":[0.003018516,0.00005715101,0.0001500344,0.0004898381,0.0002490802,0.00002586888,0.0001026829,0.00009328175,0.0001614002],"category_scores_gemma":[0.001812223,0.00005307466,0.00002063078,0.0005564895,0.0001095113,0.000270882,0.00004490152,0.0008192646,0.000003448001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330119,"about_ca_system_score_gemma":0.004705599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128314,"about_ca_topic_score_gemma":0.001003972,"domain_scores_codex":[0.9984966,0.0004691037,0.0003955811,0.0001073555,0.0003264242,0.0002049715],"domain_scores_gemma":[0.998935,0.000148282,0.000251401,0.00005445201,0.000551943,0.00005891759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001488327,0.001102468,0.6440617,0.00002488805,0.000009061605,5.508719e-7,0.1913113,0.00000611524,0.0003136347,0.0004493842,0.004198357,0.1585076],"study_design_scores_gemma":[0.0001848835,0.00001567456,0.607038,0.0002634166,0.000001530772,0.000004695302,0.2843032,0.00000156915,0.000164883,0.0001191675,0.1078601,0.00004299376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855589,0.00112095,0.000007644863,0.003208033,0.0008415616,0.00008965783,6.968101e-8,0.000006024956,0.009167174],"genre_scores_gemma":[0.9691316,0.0002609017,0.001171214,0.00004414363,0.0001905702,0.00001598692,0.000002400119,0.000004922136,0.02917829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584646,"threshold_uncertainty_score":0.834753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875587425223782,"score_gpt":0.4514546909615162,"score_spread":0.3926988167092784,"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."}}