{"id":"W2291440000","doi":"10.14288/1.0078424","title":"History and Context of Specialty Nursing in British Columbia: Mandatory or Voluntary Certification","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Context (archaeology); Nursing; Medicine; Specialty; Political science; Family medicine; History; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002093962,0.000130289,0.000285201,0.003838312,0.007850651,0.005703868,0.001069758,0.001150639,0.004664271],"category_scores_gemma":[0.01104209,0.000273163,0.0001193862,0.009403555,0.006188525,0.001459013,0.002641822,0.00238577,0.000314079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04984484,"about_ca_system_score_gemma":0.07273891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9467365,"about_ca_topic_score_gemma":0.981817,"domain_scores_codex":[0.9972782,0.0005709945,0.000216648,0.0002474643,0.000950224,0.0007365802],"domain_scores_gemma":[0.9826819,0.006155802,0.002691277,0.0003424327,0.005175125,0.002953488],"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":[0.0003083237,0.0001633164,0.2519978,0.007071023,0.00006152176,0.0129899,0.2095317,0.0005886627,0.001970754,0.04523152,0.09293251,0.3771529],"study_design_scores_gemma":[0.000005771001,0.00004659714,0.5644507,0.007196811,0.00002768784,0.002197128,0.172243,0.0001351606,0.0003517372,0.001776019,0.2514597,0.000109779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.645345,0.1517349,0.0004091509,0.04597706,0.0009624726,0.0001145715,0.002277552,0.00003895706,0.1531403],"genre_scores_gemma":[0.9417192,0.04087281,0.0002547899,0.00426528,0.0001090014,0.00002795369,0.0005844529,0.00002598032,0.01214045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9501551,"threshold_uncertainty_score":0.3616514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439570413524431,"score_gpt":0.2316742544983443,"score_spread":0.1972785503631,"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."}}