{"id":"W1603438981","doi":"","title":"Obstacles to change in teacher education in Trinidad and Tobago","year":2012,"lang":"en","type":"article","venue":"The International Education Journal: Comparative Perspectives","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Curriculum; Context (archaeology); Bachelor; Political science; Politics; Process (computing); Pedagogy; Economic growth; Sociology; Geography; Economics","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":[0.00245384,0.0002106469,0.0003009462,0.001235956,0.01056181,0.006755927,0.00117912,0.001658115,0.005017087],"category_scores_gemma":[0.007416116,0.0002986866,0.0001979315,0.001743773,0.0105179,0.00197125,0.009364256,0.003834519,0.000206368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03783529,"about_ca_system_score_gemma":0.04278748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4738905,"about_ca_topic_score_gemma":0.5860211,"domain_scores_codex":[0.9952123,0.001464209,0.0001138542,0.0001947076,0.0003570959,0.002657705],"domain_scores_gemma":[0.9960742,0.000911537,0.0005345486,0.0001121223,0.0005293887,0.001838195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000360978,0.0003784908,0.09305409,0.0008210504,0.00004596366,0.008193339,0.6230645,0.002447356,0.00212103,0.1444085,0.01361627,0.1114885],"study_design_scores_gemma":[0.00004841019,0.00009145537,0.134492,0.0007737822,0.00001754338,0.0005620248,0.663995,0.0003317949,0.0003344097,0.00801685,0.191263,0.00007372659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153162,0.002161414,0.0002933403,0.03852875,0.0001169172,0.00009526298,0.00005592173,0.00002879313,0.04340334],"genre_scores_gemma":[0.9898738,0.000737081,0.0001991031,0.001306601,0.00001272502,0.00005942366,0.00003010546,0.00001186498,0.007769329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738905,"threshold_uncertainty_score":0.9422642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0993284097006404,"score_gpt":0.4395329441256056,"score_spread":0.3402045344249652,"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."}}