{"id":"W135193182","doi":"10.55016/ojs/ajer.v52i1.55112","title":"A Critical Analysis of the Body of Work Method for Setting Cut-Scores","year":2006,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Work (physics); Mathematics education; Statistics; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2308369,0.002002293,0.001936622,0.01832286,0.004967833,0.005940275,0.003113543,0.002008562,0.005817042],"category_scores_gemma":[0.5153686,0.001794887,0.002190998,0.009537969,0.006437062,0.004524111,0.004235642,0.005091778,0.002131287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007210952,"about_ca_system_score_gemma":0.01666522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591263,"about_ca_topic_score_gemma":0.005481876,"domain_scores_codex":[0.739265,0.1558399,0.03139494,0.008685593,0.06315342,0.001661137],"domain_scores_gemma":[0.4619202,0.314591,0.02276076,0.02146207,0.1774931,0.001772881],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001045032,0.0003727606,0.008279462,0.008603907,0.0003167391,0.000505836,0.03260184,0.001069982,0.01073368,0.0756398,0.08065636,0.7801747],"study_design_scores_gemma":[0.0007404989,0.002773288,0.05273868,0.02172461,0.001023597,0.002458548,0.04227134,0.01602609,0.0407071,0.1014951,0.7164969,0.001544213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04298919,0.008723502,0.8532467,0.01391233,0.007779438,0.03931298,0.001850993,0.001794951,0.03038992],"genre_scores_gemma":[0.04597139,0.001592858,0.9160804,0.001583199,0.0004108187,0.0298103,0.0004858644,0.0005166989,0.00354844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7691631,"threshold_uncertainty_score":0.948515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102368620449617,"score_gpt":0.4384171704716051,"score_spread":0.3973934842671089,"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."}}