{"id":"W7057244889","doi":"","title":"Implementing The Canadian Language Benchmarks : teachers' perceptions of changes in their teaching approaches, classroom practices, and conceptions of teaching","year":2005,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Teaching method; Qualitative research; Comprehension","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0119549,0.0003185069,0.0003347975,0.001315058,0.01343842,0.005021855,0.00201824,0.001271984,0.001959691],"category_scores_gemma":[0.04298842,0.0004291087,0.0003213462,0.002106327,0.003823806,0.001851676,0.003783688,0.002741348,0.0002660141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06914927,"about_ca_system_score_gemma":0.1531684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686725,"about_ca_topic_score_gemma":0.9816145,"domain_scores_codex":[0.9858481,0.00259451,0.0005570675,0.0007479638,0.007353682,0.002898647],"domain_scores_gemma":[0.9601298,0.004753361,0.002900044,0.0006384705,0.02162573,0.009952592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00034128,0.0004028277,0.156494,0.0002749838,0.0000303858,0.0004843935,0.6983368,0.0006674732,0.003361777,0.00334847,0.0196857,0.1165718],"study_design_scores_gemma":[0.00004362917,0.0003082696,0.2781191,0.000351174,0.00003270632,0.0001201221,0.6458006,0.000710618,0.001351367,0.0005020241,0.07246139,0.0001991409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705096,0.0005078985,0.0005094977,0.006833644,0.0001315458,0.0001058116,0.0001515578,0.00006453799,0.02118581],"genre_scores_gemma":[0.9943103,0.0004015011,0.0006248881,0.0005903977,0.00000562433,0.00005442885,0.00009467102,0.00002392305,0.003894393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06914927,"threshold_uncertainty_score":0.5017154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162777913815281,"score_gpt":0.2614176767728298,"score_spread":0.239789897634677,"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."}}