{"id":"W4406633919","doi":"10.1016/j.lindif.2025.102631","title":"Multilevel student-perceived teaching practices profiles: Associations with competence beliefs, task value, behavioral engagement, and academic achievement","year":2025,"lang":"en","type":"article","venue":"Learning and Individual Differences","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université de Montréal","funders":"","keywords":"Psychology; Competence (human resources); Multilevel model; Student engagement; Value (mathematics); Academic achievement; Social psychology; Developmental psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553326,0.0002777107,0.0003019664,0.000851199,0.0005754555,0.001473669,0.0003947122,0.0005477134,0.002202034],"category_scores_gemma":[0.005671381,0.0002102641,0.0006457249,0.0006945361,0.000379912,0.0007185907,0.001245979,0.0008729683,0.0003606934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774627,"about_ca_system_score_gemma":0.0005662506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795876,"about_ca_topic_score_gemma":0.00660537,"domain_scores_codex":[0.9988248,0.0003478542,0.0001438785,0.0002255256,0.0002779921,0.0001799665],"domain_scores_gemma":[0.994037,0.001492212,0.00225754,0.0006649446,0.0004955751,0.001052774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002922185,0.0000982297,0.9972942,0.000004693432,0.00004532586,0.000007120433,0.0003956807,0.00005059152,0.0001742567,0.00002487898,0.00002495083,0.001850745],"study_design_scores_gemma":[0.000001853902,0.0001178346,0.9985036,0.000005605336,0.00001345653,0.00001530653,0.0007572398,0.0003650364,0.0001059545,0.00004923478,0.00006061776,0.000004329568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995982,0.00001525856,0.0001454492,0.00001907941,8.40994e-7,0.000005563874,0.00006937126,0.000003372633,0.0001428394],"genre_scores_gemma":[0.9996595,0.00001027776,0.0001361363,0.00000385626,0.000001049398,0.000007376633,0.0001052419,0.000001411022,0.00007511297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003795876,"threshold_uncertainty_score":0.008214891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038844049973223,"score_gpt":0.4262905573224017,"score_spread":0.3224061523250795,"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."}}