{"id":"W2033157851","doi":"10.1016/j.nedt.2008.08.001","title":"Transposing Yallom: Recognizing and understanding group dynamics in a Canadian online diploma in psychiatric nursing","year":2008,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Redress; Set (abstract data type); Extant taxon; Dynamics (music); Nurse education; Face (sociological concept); Psychology; Medical education; Mental health; Nursing; Medicine; Pedagogy; Sociology; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005878506,0.0000991117,0.0001224938,0.000522414,0.000899498,0.00006653511,0.0001006851,0.0001395385,0.000168442],"category_scores_gemma":[0.0002760061,0.0001274361,0.00002542908,0.001655446,0.000154457,0.0004071629,0.000001414963,0.0002731209,0.000009900559],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004047015,"about_ca_system_score_gemma":0.002407135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2765911,"about_ca_topic_score_gemma":0.8978621,"domain_scores_codex":[0.998673,0.0002951726,0.0002413463,0.000229542,0.0001688281,0.0003920808],"domain_scores_gemma":[0.9992939,0.0002258354,0.00008572995,0.00008414328,0.00003982751,0.0002705885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002445594,0.0007053881,0.4836796,0.0000128109,0.000005730531,0.000003797189,0.1657676,0.000004607664,0.000006577417,0.2909185,0.001472776,0.0573982],"study_design_scores_gemma":[0.0005056695,0.00002474073,0.4319995,0.0002048921,0.00002346435,0.00001145739,0.5203961,0.0003259801,8.653507e-7,0.02227924,0.02386182,0.0003662892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700375,0.000699669,0.000144865,0.1024259,0.003065711,0.0004201498,0.000004975015,0.00003937257,0.1231619],"genre_scores_gemma":[0.9965098,0.0002874758,0.001286097,0.0005058157,0.0002899166,0.00001372278,0.00003735499,0.00001501887,0.001054824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.621271,"threshold_uncertainty_score":0.9997762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079729838961556,"score_gpt":0.3643634575005206,"score_spread":0.313566159110905,"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."}}