{"id":"W2052074042","doi":"10.5539/gjhs.v7n2p44","title":"Knowledge Creation in Nursing Education","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Health Education and Validation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mashhad University of Medical Sciences","keywords":"Knowledge management; Praxis; Dynamism; Grounded theory; Construct (python library); Personal knowledge management; Process (computing); Psychology; Ambiguity; Organizational learning; Sociology; Computer science; Qualitative research; Epistemology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008548785,0.00004351987,0.0001184828,0.0002272977,0.0005523076,0.00008076026,0.0002684807,0.00003150518,0.00002096645],"category_scores_gemma":[0.0009401725,0.00004197649,0.00002053205,0.001456018,0.0003247648,0.0006001312,0.00000596306,0.00009330559,0.00001954635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916143,"about_ca_system_score_gemma":0.01418016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008384511,"about_ca_topic_score_gemma":0.0002726373,"domain_scores_codex":[0.9982956,0.0003278279,0.0004903583,0.0001075352,0.0004681064,0.0003105961],"domain_scores_gemma":[0.9986312,0.00004763525,0.0004299696,0.00007471212,0.0005108185,0.0003056126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000004413329,0.0002358972,0.04752547,0.00001202655,2.111189e-7,3.501625e-8,0.007160749,0.0000140367,0.00000978344,0.1383627,0.001597104,0.8050776],"study_design_scores_gemma":[0.0003035107,0.0001378759,0.8721433,0.0006515414,0.000002479287,0.00002482975,0.01146958,0.0002233845,0.00002057524,0.02086055,0.09405854,0.000103789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7599605,0.0009007304,0.004646966,0.04576677,0.005897526,0.0003115529,5.224804e-7,0.00001874194,0.1824967],"genre_scores_gemma":[0.9972156,0.0001344687,0.00157898,0.0006629761,0.00034616,0.000001322472,4.026871e-7,0.000001396484,0.00005873918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8246179,"threshold_uncertainty_score":0.9914085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299294212664394,"score_gpt":0.5392981692371062,"score_spread":0.4663052271104622,"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."}}