{"id":"W2340156299","doi":"10.7748/ns.30.32.26.s24","title":"Numbers don’t add up","year":2016,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology; Nursing; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005794525,0.0002465148,0.0002540625,0.0001553409,0.0004572335,0.0001596966,0.0002127092,0.0001686059,0.0009464538],"category_scores_gemma":[0.0003213584,0.0001945328,0.0001107305,0.0002616496,0.0003813205,0.0005794434,0.000003423698,0.0002381876,0.0002179352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480625,"about_ca_system_score_gemma":0.0001431844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000741777,"about_ca_topic_score_gemma":0.00006113198,"domain_scores_codex":[0.9978709,0.0002191234,0.0003062962,0.0004716246,0.000497688,0.0006343871],"domain_scores_gemma":[0.9985315,0.0003786983,0.000165879,0.0005329087,0.0001797945,0.0002112682],"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":[0.001619269,0.0001701064,0.002413037,0.00003378731,0.00003604615,0.00004044326,0.01841149,9.150256e-7,0.002760373,0.002345547,0.4154229,0.556746],"study_design_scores_gemma":[0.003914078,0.0007612044,0.002952232,0.002138422,0.0003196156,0.002128986,0.02105931,0.000009188633,0.02213031,0.0212335,0.922312,0.001041172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4815484,0.001961907,0.01628651,0.2747568,0.07967056,0.001075846,0.0001647751,0.001874947,0.1426603],"genre_scores_gemma":[0.9909535,0.000007702205,0.001886303,0.0007297406,0.001141752,0.000009810061,0.000006594941,0.00007986168,0.005184736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557048,"threshold_uncertainty_score":0.9999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555029244033445,"score_gpt":0.3350990536304751,"score_spread":0.3095487611901406,"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."}}