{"id":"W3022844051","doi":"","title":"An exploration of British Columbia's TVET instructors' perceptions that influence their curriculum choices","year":2020,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Perception; Pedagogy; Political science; Mathematics education; Engineering; Sociology; Psychology","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":[0.001371511,0.0001679388,0.0001744759,0.000957902,0.005402243,0.002676821,0.0007709027,0.0004008901,0.003080415],"category_scores_gemma":[0.00317581,0.000192452,0.00008882612,0.00160895,0.001458867,0.0004589228,0.001469188,0.001149942,0.0002375512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551881,"about_ca_system_score_gemma":0.01929078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8776911,"about_ca_topic_score_gemma":0.9581504,"domain_scores_codex":[0.9991519,0.0002233153,0.00002709807,0.00008787983,0.000283493,0.0002262144],"domain_scores_gemma":[0.9966524,0.000882753,0.0002599703,0.00007069264,0.00119262,0.0009415775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001511533,0.0003135238,0.321831,0.0001586639,0.00001583957,0.0016834,0.584251,0.0001178706,0.006199771,0.001436595,0.007779077,0.07606209],"study_design_scores_gemma":[0.000006065502,0.00006267745,0.2744994,0.0001570035,0.00001012585,0.0001163238,0.7033575,0.0002821854,0.0004763227,0.0001240262,0.02088528,0.00002308095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940656,0.00009467129,0.00008952926,0.0004386805,0.000008480514,0.00001498116,0.00004342191,0.000004233386,0.005240323],"genre_scores_gemma":[0.9939551,0.0002496687,0.0002360081,0.0002794413,0.000003706419,0.00002051556,0.00007603334,0.000006334809,0.005173273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223089,"threshold_uncertainty_score":0.2460584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376282359181509,"score_gpt":0.281096298141485,"score_spread":0.2573334745496699,"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."}}