{"id":"W7132993486","doi":"","title":"The Effects of Implementing Student-centred Learning on At-risk Students&apos; Self-efficacy","year":2014,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Triangulation; Data collection; Teaching method; Problem-based learning; Resistance (ecology)","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":[0.004018425,0.0004455403,0.0004848787,0.0005913619,0.0008267932,0.001408185,0.0008072628,0.0006040647,0.002171385],"category_scores_gemma":[0.01489659,0.0002534196,0.0007878461,0.0003157212,0.001006785,0.0005512242,0.001602199,0.001369832,0.0002646587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980859,"about_ca_system_score_gemma":0.001214836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700847,"about_ca_topic_score_gemma":0.00293264,"domain_scores_codex":[0.9954852,0.002138414,0.0003014524,0.0004108885,0.0008754698,0.0007886189],"domain_scores_gemma":[0.9832119,0.008241,0.00300532,0.001191865,0.0009557757,0.003394084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006071374,0.1290467,0.4716756,0.0006746226,0.0007831884,0.0006641939,0.02729483,0.002181348,0.02397477,0.001274257,0.0007710349,0.335588],"study_design_scores_gemma":[0.0003043175,0.01999542,0.9611284,0.0001061278,0.0002501405,0.0001081374,0.007740668,0.0013177,0.006653517,0.0003640349,0.001966506,0.00006511895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990897,0.00002261721,0.00005782695,0.00004258633,0.000004121596,0.00002872826,0.000005002899,0.000005243899,0.0007440484],"genre_scores_gemma":[0.9992509,0.00002957416,0.0003537854,0.00002130585,0.000003723432,0.00003772465,0.000009871575,0.000001669119,0.0002913428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004018425,"threshold_uncertainty_score":0.02125174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995273570974087,"score_gpt":0.4437278603721288,"score_spread":0.4137751246623879,"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."}}