{"id":"W4285389515","doi":"10.5430/jct.v11n5p128","title":"Advancing Transformative Learning to Develop Competency in Teaching Social Studies Online of Pre-service Teacher Students in Chiang Mai Education Sandbox","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Psychology; Experiential learning; Nonprobability sampling; Pedagogy; Mathematics education; Participatory action research; Sociology","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":[0.003189941,0.00009424549,0.0002838721,0.0003053406,0.0006731684,0.00003480689,0.0002288187,0.00003183526,0.00001396127],"category_scores_gemma":[0.0007609735,0.00009031597,0.00003757417,0.0003240283,0.00002426399,0.0003848195,0.00007715409,0.001001306,1.612792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287121,"about_ca_system_score_gemma":0.0004079955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536534,"about_ca_topic_score_gemma":0.003599881,"domain_scores_codex":[0.997829,0.0008612671,0.000563298,0.0001047248,0.0004431549,0.0001986036],"domain_scores_gemma":[0.9992266,0.0001042602,0.0003985506,0.00003189711,0.0001783352,0.00006038139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001652542,0.0005184159,0.2763521,0.00003608511,0.00002096374,0.0000013814,0.6486216,0.0002258605,0.00004480749,0.001452832,0.0001197037,0.07258976],"study_design_scores_gemma":[0.0004863904,0.00008934249,0.2046476,0.0003434642,0.0000200643,0.000005238228,0.7841455,0.00008907221,0.000002561194,0.0004907581,0.009549453,0.0001305195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948576,0.0005113907,0.0001352383,0.002982586,0.0003566013,0.0001575862,9.230678e-7,0.000007233008,0.0009908464],"genre_scores_gemma":[0.997471,0.00005357005,0.001835508,0.0001806536,0.000259627,0.000008837488,0.000001893481,0.000007170654,0.000181733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135524,"threshold_uncertainty_score":0.5177535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255591357799156,"score_gpt":0.371631851242101,"score_spread":0.3590759376641094,"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."}}