{"id":"W2226944931","doi":"","title":"Teacher Change in Bangladesh: A Study of Teachers Adapting and Implementing Active Learning into their Practice","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Medical education; Medicine","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":[0.002757081,0.0004532321,0.0008715126,0.001045581,0.007054938,0.00377631,0.001106862,0.001796318,0.003353549],"category_scores_gemma":[0.01014744,0.0009331475,0.000259598,0.001935792,0.002570076,0.002602745,0.001976394,0.002970968,0.001159916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003475307,"about_ca_system_score_gemma":0.003207924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239677,"about_ca_topic_score_gemma":0.05201523,"domain_scores_codex":[0.9969475,0.001546163,0.0001709149,0.0003428852,0.0004387805,0.0005538416],"domain_scores_gemma":[0.9928174,0.003179948,0.001190624,0.0003526737,0.001012024,0.00144736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000614451,0.0004678426,0.02870904,0.0001567297,0.000004986433,0.001270988,0.9575105,0.00003239443,0.001416294,0.0001913944,0.0003601951,0.00981815],"study_design_scores_gemma":[0.00002408864,0.0004587795,0.04007385,0.000101434,0.000009560923,0.0006165151,0.9468819,0.00007477376,0.0003102243,0.00008020111,0.0113456,0.00002309836],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960609,0.0002197965,0.0002031479,0.0006641199,0.00001503004,0.00008119972,0.00003749668,0.000007509692,0.002710755],"genre_scores_gemma":[0.9938605,0.0008246785,0.0004247345,0.0005274893,0.00001713614,0.000159337,0.00003814966,0.00001753434,0.004130308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239677,"threshold_uncertainty_score":0.04453284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445132545783293,"score_gpt":0.2586317231165435,"score_spread":0.2441803976587106,"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."}}