{"id":"W2330718027","doi":"10.1515/1548-923x.2313","title":"The Mandala: First-Year Undergraduate Nursing Students' Learning Experiences","year":2012,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mandala; Nursing; Medical education; Medicine; Psychology; Geography","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":[0.002717211,0.00009382197,0.0001036287,0.0001845206,0.001130424,0.0007565293,0.0007992332,0.00006649669,0.00007599255],"category_scores_gemma":[0.001576522,0.00007472677,0.0001029739,0.0002101016,0.000264987,0.001451685,0.00001693031,0.0005956296,0.00003645274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000656294,"about_ca_system_score_gemma":0.0007419738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009201527,"about_ca_topic_score_gemma":0.000007629453,"domain_scores_codex":[0.9973564,0.0004682391,0.0003767839,0.00009651858,0.001392738,0.0003093758],"domain_scores_gemma":[0.9980676,0.000382248,0.0004992144,0.00007981441,0.0007813341,0.0001897751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176791,0.001435307,0.3974026,0.000002354935,0.0001078869,0.000002372259,0.1302894,0.00006039028,0.00004774307,0.02571263,0.005095101,0.4397265],"study_design_scores_gemma":[0.0004939096,0.0000875089,0.08761869,0.001235762,0.00006264029,0.0001079196,0.5104079,0.00000533308,0.0001838609,0.01113647,0.3884186,0.0002413332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419059,0.001502625,0.000358932,0.03544587,0.01204351,0.00007670085,3.37043e-7,0.00002534725,0.008640763],"genre_scores_gemma":[0.9935057,0.0003943639,0.001309565,0.00007758492,0.003334313,0.000004331546,0.00000226637,0.00000974044,0.0013622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4394852,"threshold_uncertainty_score":0.8694423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691354810768487,"score_gpt":0.4516683162307648,"score_spread":0.4047547681230799,"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."}}