{"id":"W6989524731","doi":"","title":"Balancing Nurture and Rigour: Seeking Effective Support for Nursing Students in Distress","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nature versus nurture; Transformative learning; Appreciative inquiry; Distress; Peer support; Peer mentoring; PDCA; Population; Nurse education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01151692,0.000460425,0.0004665395,0.0009673676,0.01692252,0.01210414,0.003264992,0.003323508,0.002516226],"category_scores_gemma":[0.02260789,0.00038035,0.0004589208,0.0006616375,0.01215542,0.00539348,0.02072761,0.006269311,0.0006427719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006932391,"about_ca_system_score_gemma":0.04715393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009092179,"about_ca_topic_score_gemma":0.02866965,"domain_scores_codex":[0.9867435,0.008587654,0.0003180111,0.0003583064,0.001207244,0.002785268],"domain_scores_gemma":[0.9870381,0.003139795,0.001038948,0.0003796774,0.001026458,0.00737691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000997899,0.001329241,0.03762239,0.0005378586,0.00004242854,0.001522267,0.6554788,0.0003131891,0.001770509,0.02132225,0.01929001,0.2606712],"study_design_scores_gemma":[0.00002652306,0.0003671395,0.008939525,0.0004083546,0.00002793451,0.0003785767,0.9400983,0.0003913144,0.0006795801,0.01341286,0.0352215,0.00004842904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.781041,0.002238028,0.007546199,0.1535748,0.0007568314,0.0005396814,0.00002377301,0.0001305669,0.05414908],"genre_scores_gemma":[0.9800483,0.001637815,0.007153796,0.006991825,0.00008824997,0.0002210151,0.0000192505,0.00002522316,0.003814497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692252,"threshold_uncertainty_score":0.06090808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881820535584757,"score_gpt":0.3249733884825591,"score_spread":0.2661551831267115,"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."}}