{"id":"W4403856487","doi":"10.1080/1360144x.2024.2413983","title":"Reflections on building trust with groups engaged in curriculum review","year":2024,"lang":"en","type":"article","venue":"The International Journal for Academic Development","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Psychology; Sociology; Mathematics education; Pedagogy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1916009,0.0008262415,0.0009919325,0.00320958,0.02587217,0.02531673,0.005558725,0.01454769,0.008415587],"category_scores_gemma":[0.4086295,0.001403807,0.001878004,0.002241636,0.03755659,0.03275933,0.04042577,0.03045878,0.002383619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727374,"about_ca_system_score_gemma":0.02520045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007818456,"about_ca_topic_score_gemma":0.01062167,"domain_scores_codex":[0.6309946,0.3190291,0.008018008,0.007062242,0.01928988,0.01560618],"domain_scores_gemma":[0.3814188,0.482977,0.02549174,0.02995552,0.04807269,0.03208423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001204301,0.0001915924,0.003392086,0.0003944871,0.00005018619,0.001578102,0.8724535,0.0002440086,0.000866078,0.05530486,0.0282536,0.03715105],"study_design_scores_gemma":[0.00007621312,0.0002175836,0.001689499,0.001121876,0.00003929923,0.0007491282,0.6851863,0.0006065532,0.0008999849,0.04820087,0.2611043,0.0001083281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1329231,0.003296134,0.02325229,0.7924712,0.004455028,0.0004773802,0.00008042486,0.0002709587,0.04277354],"genre_scores_gemma":[0.9212152,0.001527763,0.009792947,0.05476497,0.001356115,0.000582999,0.00004361059,0.0002911044,0.01042522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1916009,"threshold_uncertainty_score":0.9969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233609920747833,"score_gpt":0.4788154765179934,"score_spread":0.3554544844432101,"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."}}