{"id":"W2147146043","doi":"10.5430/ijhe.v3n3p70","title":"Teachers’ Accounts of Their Perceptions and Practices of Providing Written Feedback to Nursing Students on Their Assignments","year":2014,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Competence (human resources); Psychology; Affect (linguistics); Exploratory research; Medical education; Sample (material); Mathematics education; Pedagogy; Medicine; Social psychology; Sociology; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008019326,0.00008494909,0.0001490361,0.0002232596,0.00008906751,0.0001139092,0.0004818514,0.00004769239,0.0001349552],"category_scores_gemma":[0.0001480885,0.00006903261,0.00005766908,0.0001102752,0.00008074073,0.0004919081,0.00003368311,0.0001139074,0.000004668923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490857,"about_ca_system_score_gemma":0.0001782983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045255,"about_ca_topic_score_gemma":0.0000139454,"domain_scores_codex":[0.9984317,0.0001663924,0.0003499231,0.0001074201,0.0008436972,0.0001008792],"domain_scores_gemma":[0.9981166,0.0002069568,0.000976959,0.00007234071,0.0005528259,0.00007430489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001503861,0.002088269,0.8105401,0.000009329096,0.0002781687,2.688828e-7,0.1135855,0.00001548124,0.01247595,0.004378503,0.004339885,0.05213808],"study_design_scores_gemma":[0.0003640931,0.0001645289,0.9598822,0.0003785503,0.00003366924,0.000001650773,0.02891171,0.000002552304,0.0004076192,0.001069195,0.008709166,0.00007505408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843607,0.00006441835,0.00005994335,0.005542351,0.001735418,0.0001398651,0.000003372626,0.000004056104,0.008089875],"genre_scores_gemma":[0.9973838,0.00005665437,0.000507236,0.0001821058,0.0008219533,0.0000041425,0.000002603806,0.000007556166,0.001033929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493421,"threshold_uncertainty_score":0.2815068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166792534371942,"score_gpt":0.4427322760168186,"score_spread":0.4010643506730991,"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."}}