{"id":"W7133030386","doi":"","title":"A critical realist exploratory study into the dominant approaches of curriculum developers at research-intensive universities in Canada","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Curriculum; Conceptualization; Curriculum theory; Grounded theory; Curriculum development; Quality (philosophy); Qualitative research; Emergent curriculum; Exploratory research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0133143,0.0006605655,0.0007766752,0.003212675,0.04306151,0.008432855,0.003080142,0.001769285,0.002431393],"category_scores_gemma":[0.02121232,0.0008703135,0.000336947,0.004717984,0.02721222,0.002884895,0.007002403,0.003991563,0.0002547411],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1237512,"about_ca_system_score_gemma":0.1554723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201729,"about_ca_topic_score_gemma":0.9574239,"domain_scores_codex":[0.9874058,0.005979109,0.000262423,0.001176501,0.002204399,0.002971774],"domain_scores_gemma":[0.9766096,0.01230138,0.001438018,0.0006043155,0.005327517,0.003719045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001981425,0.00002151436,0.004105416,0.00004750006,0.000001579604,0.0004184175,0.9882507,0.00005063574,0.0003439033,0.002775835,0.0009514214,0.003013243],"study_design_scores_gemma":[0.000003739371,0.00001662338,0.003217633,0.00007487684,0.000002914654,0.00006019003,0.9774384,0.0001210636,0.0002127127,0.0002877567,0.01854926,0.00001474474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979338,0.0004982351,0.001888941,0.004700929,0.00007221198,0.0003333342,0.000171753,0.00002021518,0.01297635],"genre_scores_gemma":[0.9898506,0.000463477,0.001072338,0.0009224358,0.00001011498,0.0001465882,0.00006388171,0.00003313453,0.007437371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9569385,"threshold_uncertainty_score":0.8978818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026190260686832,"score_gpt":0.418328813704665,"score_spread":0.3157097876359818,"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."}}