{"id":"W3197805051","doi":"10.5539/jel.v10n5p177","title":"The Mahaboworn Model of Social Studies Learning Network Innovation to Develop of Indigenous History Learning Resources in Northern Thailand","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legend; Indigenous; Nonprobability sampling; Oral history; Chiang mai; Sociology; Social science; Anthropology; History; Art history; Population; Socioeconomics","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":[0.002902535,0.00007302041,0.0002495411,0.0002021959,0.0008268181,0.00002342292,0.0001049286,0.00006929146,0.00001109298],"category_scores_gemma":[0.004699251,0.00006414318,0.00003542811,0.000815425,0.0001560152,0.00008760859,0.00002553156,0.000672162,5.660439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919073,"about_ca_system_score_gemma":0.002570712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766146,"about_ca_topic_score_gemma":0.001673233,"domain_scores_codex":[0.998212,0.0006641635,0.0005433977,0.00009897988,0.0002946747,0.0001867156],"domain_scores_gemma":[0.9972786,0.0005295899,0.0007783404,0.00003599878,0.001326878,0.00005058791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003719456,0.0000636401,0.2125048,0.00002575369,0.00003594466,6.806634e-7,0.7298491,0.0193393,0.000189579,0.001276543,0.0006419462,0.03603548],"study_design_scores_gemma":[0.0001839234,0.0001192666,0.03906538,0.0001606402,0.00002458487,0.000003278968,0.6099564,0.00006108919,0.000007850493,0.0003408293,0.3499644,0.0001122831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880712,0.006942463,0.00008115854,0.001338353,0.000551079,0.00004155826,6.097179e-8,0.000005909764,0.002968208],"genre_scores_gemma":[0.9922585,0.000529464,0.0006371318,0.00006485536,0.0004771287,0.000002458779,9.866133e-7,0.000009357343,0.00602005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493225,"threshold_uncertainty_score":0.63593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072547092671482,"score_gpt":0.3774594637424848,"score_spread":0.2702047544753367,"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."}}