{"id":"W2327773938","doi":"10.1097/cnj.0b013e31820c94c1","title":"The Value of Feisty Students","year":2011,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"China; Value (mathematics); Political science; Sociology; Law; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543097,0.000138518,0.0002577357,0.0001502664,0.0003161607,0.00009439278,0.0005933719,0.00008036572,0.00003286029],"category_scores_gemma":[0.0004272943,0.0001015947,0.000160852,0.0002129454,0.0003206428,0.0003404262,0.000004657924,0.0004437756,0.000008274917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874652,"about_ca_system_score_gemma":0.0001291574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000631497,"about_ca_topic_score_gemma":0.000004229693,"domain_scores_codex":[0.9979448,0.0003017025,0.0006841597,0.0001164944,0.0006600118,0.0002928879],"domain_scores_gemma":[0.9977937,0.0003199367,0.001121295,0.0002836735,0.0003411254,0.0001402379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0112467,0.007292591,0.1163508,0.0003305624,0.0007354808,0.00007722456,0.4279405,0.0000454141,0.007560244,0.01093688,0.1400362,0.2774474],"study_design_scores_gemma":[0.002893471,0.002265357,0.7998992,0.003507086,0.001148894,0.00123639,0.09062766,0.00007305491,0.03576675,0.02487331,0.03712444,0.0005843549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472483,0.007516779,0.001024466,0.01255159,0.01999808,0.0002227409,0.000002019172,0.00002960322,0.01140638],"genre_scores_gemma":[0.9969528,0.00003236056,0.001908609,0.0001535524,0.0007885685,5.26867e-7,4.628687e-7,0.00002724457,0.0001358192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6835485,"threshold_uncertainty_score":0.4142912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971850301167926,"score_gpt":0.3465348746773912,"score_spread":0.3068163716657119,"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."}}