{"id":"W2197318058","doi":"10.5539/ies.v8n11p77","title":"Developing the Mathematics Learning Management Model for Improving Creative Thinking In Thailand","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Mathematics education; Creative thinking; Psychology; Critical thinking; Thinking processes; Creativity; Academic achievement; Creative problem-solving; Convergent thinking; Pedagogy; Social psychology","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":[0.001273119,0.000434687,0.0002185702,0.0005648276,0.0004790093,0.001959701,0.0007510851,0.0003835548,0.001645558],"category_scores_gemma":[0.001947844,0.0002002518,0.0004616936,0.0004402408,0.0004399941,0.001376879,0.0008533119,0.0005323546,0.0003095404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198246,"about_ca_system_score_gemma":0.003351615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003996913,"about_ca_topic_score_gemma":0.002625857,"domain_scores_codex":[0.999118,0.0003737379,0.00006723714,0.0001033972,0.0002683976,0.00006916755],"domain_scores_gemma":[0.999083,0.0003587923,0.00015282,0.00007689716,0.0002252009,0.0001031873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005557506,0.002567384,0.06754737,0.00165555,0.0001344185,0.0009682513,0.01157995,0.1050178,0.02682229,0.05008238,0.005629882,0.727439],"study_design_scores_gemma":[0.000527884,0.004892694,0.0496162,0.0009599315,0.0003722939,0.001430453,0.01325505,0.7958421,0.04022867,0.0324487,0.06022787,0.000198291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6846619,0.0005700405,0.2484664,0.001707536,0.00006872903,0.001488032,0.0001870952,0.0007879059,0.06206229],"genre_scores_gemma":[0.8488008,0.0006257684,0.1412307,0.00008614243,0.00001070496,0.0006456965,0.0001979133,0.00002194798,0.008380346],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003996913,"threshold_uncertainty_score":0.008693933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859384150825776,"score_gpt":0.4046968821040053,"score_spread":0.2187584670214277,"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."}}