{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005658143,0.001544148,0.001614995,0.002701515,0.004425675,0.01143487,0.002190531,0.006133919,0.2121371],"category_scores_gemma":[0.06020747,0.0007888377,0.001223411,0.002158853,0.00341618,0.01522227,0.004326954,0.01634753,0.241143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674172,"about_ca_system_score_gemma":0.004519707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009141907,"about_ca_topic_score_gemma":0.0107479,"domain_scores_codex":[0.9892176,0.001336681,0.000902001,0.001381498,0.006234515,0.000927624],"domain_scores_gemma":[0.9718784,0.003799199,0.001328667,0.001925524,0.01663525,0.004432992],"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":[0.00006308224,0.000031146,0.0003901541,0.0001307977,0.000008740075,0.00002716243,0.00008265847,0.00004042962,0.0001645044,0.01135292,0.9290016,0.05870674],"study_design_scores_gemma":[0.00001193336,0.00002311331,0.0003585395,0.0001530565,0.000004778859,0.0000493417,0.0001536266,0.000023733,0.00006309505,0.002401941,0.9967386,0.00001817811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00138053,0.008137705,0.00170821,0.3370845,0.3716827,0.0001318253,0.001623125,0.001657495,0.2765939],"genre_scores_gemma":[0.01116324,0.01097107,0.00384992,0.2883916,0.05388572,0.0003209608,0.002175591,0.002151432,0.6270906],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2121371,"threshold_uncertainty_score":0.7096694,"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."}}