{"id":"W1109267169","doi":"10.1016/j.nepr.2015.07.008","title":"Building a scholar in writing (BSW): A model for developing students' critical writing skills","year":2015,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Creativity; Originality; Critical thinking; Process (computing); Meaning (existential); Professional writing; Computer science; Psychology; Sociology; Mathematics education; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008354969,0.0001350671,0.0001761488,0.0002750591,0.0004544276,0.0005009248,0.000355194,0.0001464062,0.00001510843],"category_scores_gemma":[0.05010562,0.0001687625,0.00003278545,0.0006372689,0.0001080362,0.001678955,0.00003811238,0.0004973434,0.00002902292],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320312,"about_ca_system_score_gemma":0.00601607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003504815,"about_ca_topic_score_gemma":0.0001762714,"domain_scores_codex":[0.9972373,0.0005423422,0.0006001182,0.0003854717,0.0007068514,0.000527871],"domain_scores_gemma":[0.9960747,0.002481407,0.0001188163,0.0001563327,0.0009303343,0.0002383637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002583968,0.001292293,0.01939161,0.00003937261,0.000007718586,0.000002174813,0.09107582,0.00007481717,0.00001579228,0.868291,0.001190228,0.01859336],"study_design_scores_gemma":[0.001270115,0.00003238392,0.005604444,0.001239304,0.0000501649,0.0000132698,0.7230615,0.002335698,0.00006524577,0.1834709,0.0821538,0.0007031647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7409046,0.0006200076,0.06040895,0.1515781,0.004844952,0.001741627,0.000003770785,0.0001964409,0.03970154],"genre_scores_gemma":[0.628073,0.00002753985,0.3668184,0.004003233,0.0003332886,0.0002809744,0.000004329784,0.00001723289,0.0004419903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6848201,"threshold_uncertainty_score":0.9996189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06336232201207406,"score_gpt":0.5032100563544484,"score_spread":0.4398477343423743,"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."}}