{"id":"W1555219657","doi":"10.3928/0148-4834-20020401-05","title":"Preceptorship and Critical Thinking in Nursing Education","year":2002,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Critical thinking; Grounded theory; Nursing practice; Nursing; Data collection; Psychology; Medical education; Nurse educator; Nurse education; Process (computing); Nursing process; Medicine; Pedagogy; Qualitative research; Sociology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0009991783,0.00007549995,0.0001237423,0.0002864029,0.0003744152,0.0001755799,0.0001291826,0.00009069373,0.0002469608],"category_scores_gemma":[0.001361615,0.00007878509,0.0000330832,0.0003065568,0.0002739572,0.0004755667,0.000003231657,0.0002628111,0.000008564535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007640948,"about_ca_system_score_gemma":0.000981767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002261033,"about_ca_topic_score_gemma":0.000006802823,"domain_scores_codex":[0.9986733,0.0002601465,0.0003537883,0.0001149964,0.0003927606,0.0002049931],"domain_scores_gemma":[0.9990993,0.0002044127,0.0001268424,0.00006550401,0.0003198477,0.0001841254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006612055,0.00238522,0.002930439,0.00001548545,0.00000268379,2.955555e-7,0.2529599,6.175313e-7,0.00004295676,0.1746273,0.01704488,0.5499837],"study_design_scores_gemma":[0.0002243154,0.00008974013,0.03827261,0.006437272,0.00005195898,0.0001039557,0.2045948,0.00003162743,0.0000949268,0.7320294,0.01779745,0.0002719921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6340203,0.005268552,0.0005585867,0.2168943,0.01404435,0.0002306646,2.332036e-7,0.00003508938,0.1289479],"genre_scores_gemma":[0.9871929,0.0002465267,0.01005987,0.0006482815,0.001009102,0.000003688654,7.440178e-7,0.000008673403,0.00083025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5574021,"threshold_uncertainty_score":0.3212762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955800870451064,"score_gpt":0.4282274157616697,"score_spread":0.3686694070571591,"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."}}