{"id":"W6884650808","doi":"10.11575/jet.v17i3.44001","title":"Defensible Roles for Researchers in Curriculum Policy making","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Policy making; Curriculum development; Public policy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5275179,0.001599141,0.00245885,0.004778246,0.06242407,0.05285523,0.01298622,0.04686297,0.005591637],"category_scores_gemma":[0.4759417,0.003420847,0.001997352,0.003543266,0.1532124,0.04875986,0.03913176,0.04120994,0.001422859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0246719,"about_ca_system_score_gemma":0.1274477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893237,"about_ca_topic_score_gemma":0.02518879,"domain_scores_codex":[0.2530216,0.6789836,0.01177837,0.01633238,0.02545994,0.0144241],"domain_scores_gemma":[0.2686196,0.6363928,0.02004535,0.02562067,0.02242341,0.02689814],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001502968,0.000276993,0.002894996,0.0004664869,0.00006401524,0.001886982,0.1990554,0.0009832202,0.0006672024,0.7657854,0.01038857,0.01738046],"study_design_scores_gemma":[0.001045144,0.0005940126,0.0008394514,0.002106556,0.0001024024,0.001655438,0.3119358,0.003323977,0.001050955,0.4445118,0.2325149,0.0003195263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06002181,0.005358818,0.09443865,0.7512605,0.003356312,0.001914459,0.00003791582,0.0004137018,0.08319782],"genre_scores_gemma":[0.8461712,0.001543821,0.05235253,0.07929878,0.0009386665,0.004278946,0.00002592558,0.0001505688,0.01523951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5275179,"threshold_uncertainty_score":0.5826546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555089351610194,"score_gpt":0.4056155007810571,"score_spread":0.2501065656200377,"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."}}