{"id":"W2002807903","doi":"10.5430/jnep.v2n1p9","title":"Performance Standards for Teachers supporting Nursing Students’ Reflection Skills Development","year":2012,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Reflection (computer programming); Psychology; Medical education; Nurse education; Nursing; Pedagogy; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07479127,0.0008241624,0.0008936113,0.005039149,0.001921926,0.003225265,0.002611972,0.001432368,0.002806449],"category_scores_gemma":[0.1805769,0.0005345459,0.001174286,0.002845811,0.001083967,0.002617067,0.003424889,0.001868951,0.0019541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342891,"about_ca_system_score_gemma":0.009692933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289677,"about_ca_topic_score_gemma":0.003358913,"domain_scores_codex":[0.9314803,0.02830923,0.01599168,0.001916009,0.02033176,0.001971021],"domain_scores_gemma":[0.791383,0.07015099,0.02014623,0.01816492,0.09722602,0.002928823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008695837,0.002117592,0.08395535,0.001553662,0.00009091341,0.0002181586,0.01180511,0.00839013,0.02107529,0.02098508,0.0258876,0.8230516],"study_design_scores_gemma":[0.0005082626,0.01031263,0.605179,0.003978618,0.0002834503,0.001917957,0.02554057,0.06024551,0.08364128,0.02891617,0.1787251,0.0007514973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4214561,0.001631571,0.4503112,0.003745263,0.0009280783,0.009380457,0.002104337,0.005521635,0.1049213],"genre_scores_gemma":[0.4678578,0.0006140341,0.5122715,0.0001998043,0.0001039535,0.007281606,0.003468424,0.0004850787,0.007717675],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07479127,"threshold_uncertainty_score":0.3955387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138727905922356,"score_gpt":0.559261120921763,"score_spread":0.4678738418625395,"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."}}