{"id":"W4391533584","doi":"10.47750/pegegog.14.02.23","title":"The Effectiveness of Teaching Materials with TEE Patterns in Improving Students' Critical Thinking Skills and Scientific Attitudes","year":2024,"lang":"en","type":"article","venue":"","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical thinking; Mathematics education; Psychology; Medical education; Engineering ethics; Engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002010097,0.0007309504,0.0008857867,0.001572455,0.0005700524,0.002165256,0.0009360772,0.0007939704,0.00642824],"category_scores_gemma":[0.01205546,0.0002570503,0.0008663218,0.001171539,0.0004633651,0.001683738,0.00175805,0.001446661,0.00147067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279175,"about_ca_system_score_gemma":0.001297482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006772336,"about_ca_topic_score_gemma":0.001124014,"domain_scores_codex":[0.9985538,0.0003789309,0.0001406332,0.0002285991,0.0005874061,0.0001106462],"domain_scores_gemma":[0.9940241,0.003359339,0.001076666,0.0003484675,0.0004483578,0.0007430166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003004228,0.03739843,0.01770873,0.003195205,0.000255272,0.0002250457,0.00498751,0.001486713,0.02528538,0.001777241,0.00443953,0.9002366],"study_design_scores_gemma":[0.007796671,0.1341665,0.566591,0.008260919,0.004413292,0.002537199,0.0172417,0.009436574,0.1194178,0.01982255,0.1096713,0.0006444881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736686,0.002134357,0.006331789,0.0007308435,0.0002789113,0.001074567,0.000235292,0.0003902578,0.0151554],"genre_scores_gemma":[0.9387633,0.00395587,0.04430797,0.000605399,0.0001916105,0.001653615,0.0004379463,0.0001031751,0.009981171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00642824,"threshold_uncertainty_score":0.02150464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008937785940151651,"score_gpt":0.37220926159845,"score_spread":0.3632714756582984,"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."}}