{"id":"W3121061878","doi":"10.5430/ijhe.v10n3p138","title":"Doctoral Program Learning Module on Developing Leading Secondary School Teachers in Creative Thinking for Enhancement of Students’ Learning Activities in Thailand","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Congruence (geometry); Index (typography); Test (biology); Psychology; Medical education; Computer science; 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":[0.001151002,0.00008596033,0.0001736063,0.0003081402,0.0001128665,0.0001591942,0.0002494259,0.00005810347,0.0002673715],"category_scores_gemma":[0.0006319642,0.00008911825,0.00005825943,0.0001952172,0.00004890116,0.0003653303,0.00003022525,0.0004146361,0.000002161912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064012,"about_ca_system_score_gemma":0.001726641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009554034,"about_ca_topic_score_gemma":0.0001238995,"domain_scores_codex":[0.9983229,0.0002351272,0.0004511107,0.0001379179,0.0006895343,0.0001633777],"domain_scores_gemma":[0.9988354,0.0002637001,0.0003116024,0.00003509827,0.0004981368,0.00005602667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001627583,0.001796333,0.7049549,0.00005167315,0.0001972263,0.00001045167,0.1259848,0.0005670355,0.001175954,0.04472472,0.000463795,0.1199103],"study_design_scores_gemma":[0.002087838,0.0003430732,0.7226699,0.003164777,0.00002813304,0.00000701676,0.125267,0.00001523075,0.01246402,0.02234769,0.1111916,0.000413673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872811,0.0002063809,0.0003035278,0.004133308,0.001734833,0.0001687888,3.615053e-7,0.00000939267,0.006162254],"genre_scores_gemma":[0.9849456,0.0001010791,0.00808775,0.0002761362,0.0003288579,0.00004134443,0.00001197359,0.000008577825,0.006198694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194967,"threshold_uncertainty_score":0.3634137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615773686911798,"score_gpt":0.4173969642247008,"score_spread":0.3812392273555828,"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."}}