{"id":"W2410548483","doi":"10.7748/ns.24.10.17.s24","title":"A flair for innovation","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Work (physics); Psychology; Medicine; Nursing; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0005566709,0.0001587644,0.0001852742,0.0002568039,0.0003808741,0.0001610228,0.0001341687,0.0001190811,0.00003086179],"category_scores_gemma":[0.000408553,0.0001702052,0.00006059357,0.0005970708,0.00008434921,0.0003709642,5.932191e-7,0.0001868715,0.00001413439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324433,"about_ca_system_score_gemma":0.0001149094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004180999,"about_ca_topic_score_gemma":0.00000207117,"domain_scores_codex":[0.9986499,0.0000609788,0.000294183,0.0002991673,0.0003079899,0.0003878097],"domain_scores_gemma":[0.9990076,0.0001389247,0.0001599177,0.0002711671,0.0003652334,0.00005714481],"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":[0.003023055,0.0003573416,0.0002477959,0.00004146204,0.00001355966,7.090534e-7,0.01400364,0.00001373419,0.009280601,0.03354251,0.2381624,0.7013132],"study_design_scores_gemma":[0.003973711,0.003505539,0.01568767,0.001064577,0.0002593367,0.00004754305,0.00695031,0.0003778359,0.04681162,0.2815693,0.6388369,0.0009156652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3074041,0.001231554,0.09438126,0.5084823,0.02454239,0.002307405,0.00008436308,0.001440234,0.0601264],"genre_scores_gemma":[0.9840001,0.000001410045,0.01097452,0.003093825,0.001145189,0.00001283842,0.00006778818,0.00003415,0.0006701885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7003976,"threshold_uncertainty_score":0.6940767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693747998709083,"score_gpt":0.3691820139627484,"score_spread":0.3322445339756575,"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."}}