{"id":"W2683404360","doi":"","title":"SPECIAL SESSION: The Evolving World of Qualitative Methodology as a Tool for Nursing Knowedge Development","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Session (web analytics); Nursing; Psychology; Computer science; Medical education; Medicine; World Wide Web","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007226088,0.0003657796,0.0004545873,0.001133349,0.001934409,0.001004532,0.003254469,0.0001435672,0.001069179],"category_scores_gemma":[0.008221474,0.0003100055,0.0002716666,0.0002770174,0.001847327,0.0008284355,0.0003072628,0.0006893062,0.00007311665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864083,"about_ca_system_score_gemma":0.0003969617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036189,"about_ca_topic_score_gemma":0.00008233025,"domain_scores_codex":[0.9939455,0.001237489,0.001001794,0.0008381496,0.002196902,0.0007801693],"domain_scores_gemma":[0.9909271,0.003606578,0.0009361282,0.001002726,0.003368205,0.0001592472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002520973,0.001147946,0.0005550295,0.0000674593,0.0005046519,0.000008105025,0.04903747,0.00006330055,0.002228779,0.1516375,0.3829064,0.4093224],"study_design_scores_gemma":[0.003886164,0.0003636868,0.01479378,0.006743086,0.000127437,0.00005081315,0.02463439,0.00260933,0.02994185,0.1916776,0.724317,0.0008549642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05606902,0.0005173216,0.008676159,0.2440719,0.2197797,0.004001662,0.0001827606,0.0002071879,0.4664942],"genre_scores_gemma":[0.8788081,0.00002452348,0.0134214,0.0004352456,0.007774314,0.0004102047,0.0001721317,0.0001084502,0.09884558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8227391,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2785784220636764,"score_gpt":0.5581205533025824,"score_spread":0.2795421312389059,"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."}}