{"id":"W4394966148","doi":"10.23977/aetp.2024.080305","title":"Psychology Curriculum and Teaching Based on the Student-Centered Approach","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Undergraduate Education; Wuhan University","keywords":"Curriculum; Student centered; Psychology; Mathematics education; Pedagogy","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":[0.00225109,0.0001333747,0.000152997,0.0006419818,0.0004406387,0.0000332525,0.0003475524,0.0002401831,0.00006655904],"category_scores_gemma":[0.0006026685,0.000102443,0.00002000987,0.0006152312,0.0014132,0.0001480462,0.0000386062,0.0009744496,0.000009678981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004481029,"about_ca_system_score_gemma":0.00006685723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001512837,"about_ca_topic_score_gemma":0.00003579592,"domain_scores_codex":[0.9980575,0.000802312,0.0002117962,0.0005106558,0.0001245328,0.0002932449],"domain_scores_gemma":[0.9987749,0.0008742457,0.00005762819,0.0002325048,0.00003163926,0.00002908377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008514253,0.0002359783,0.07027169,0.000008240892,0.000009107877,0.000001773866,0.001316255,0.000002393011,0.00003650236,0.8896354,0.0007255604,0.03774862],"study_design_scores_gemma":[0.0003412861,0.0001379175,0.04877585,0.00006734319,0.000008908793,0.00003427466,0.003692577,0.0001700506,0.000003517425,0.6207055,0.325858,0.0002048019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3780319,0.009696339,0.01856218,0.2875126,0.003448695,0.0006268582,0.000007005058,0.0002627372,0.3018516],"genre_scores_gemma":[0.9800915,0.0005273672,0.0148372,0.003985063,0.0001731602,0.0001580356,0.000005305541,0.00001110791,0.0002113024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6020595,"threshold_uncertainty_score":0.5206993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982024342571928,"score_gpt":0.4833763512520075,"score_spread":0.4435561078262882,"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."}}