{"id":"W2429792178","doi":"10.7748/ns.25.14.64.s58","title":"A bit of give and take","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bit (key); Computer science; Arithmetic; Computer security; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007649384,0.001194847,0.001299224,0.001234099,0.01045633,0.01184256,0.001676306,0.01198804,0.05708541],"category_scores_gemma":[0.02950599,0.0007380501,0.001230093,0.000878045,0.009861154,0.0106089,0.006608644,0.03146978,0.03438957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003645227,"about_ca_system_score_gemma":0.004403388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282468,"about_ca_topic_score_gemma":0.01966238,"domain_scores_codex":[0.9889075,0.002486422,0.0003992107,0.0009266957,0.005519089,0.001761178],"domain_scores_gemma":[0.9831807,0.003357811,0.0006166712,0.001944413,0.00598093,0.004919387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007201063,0.00005416206,0.0004941269,0.00007206167,0.00002421555,0.00009751775,0.000714344,0.00004946901,0.0003312533,0.0205433,0.9519575,0.02558993],"study_design_scores_gemma":[0.00002255479,0.00005358283,0.000519481,0.0001848455,0.00001000061,0.0001242525,0.001487577,0.00007841891,0.0001599956,0.00676188,0.9905493,0.0000481302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009866604,0.003949324,0.001371189,0.8551764,0.07088409,0.000031565,0.0001395774,0.0002857607,0.06717546],"genre_scores_gemma":[0.01379836,0.002357393,0.00133677,0.7313447,0.01305223,0.00007295542,0.0001172085,0.0003137437,0.2376066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05708541,"threshold_uncertainty_score":0.1909697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008148863801258975,"score_gpt":0.2286171522127493,"score_spread":0.2204682884114904,"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."}}