{"id":"W2327830739","doi":"10.7748/ns2013.06.27.40.26.s35","title":"Work standards","year":2013,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Work (physics); Psychology; Engineering; Management; Mechanical engineering; Economics","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":[0.02160942,0.0005268036,0.0006826603,0.001947249,0.008570404,0.01040318,0.002128157,0.01050577,0.04257293],"category_scores_gemma":[0.05780704,0.0006701793,0.0009967677,0.001062364,0.003824513,0.00467742,0.005634725,0.01185185,0.02005925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009274977,"about_ca_system_score_gemma":0.03683074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898828,"about_ca_topic_score_gemma":0.05507587,"domain_scores_codex":[0.9502106,0.007334175,0.002905464,0.002565469,0.03117038,0.005813934],"domain_scores_gemma":[0.9207874,0.008951751,0.001887187,0.005340667,0.04984957,0.01318344],"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":[0.00001625794,0.00007247142,0.001228008,0.00005444365,0.000007914953,0.00002891202,0.0003786581,0.00007080362,0.0002604324,0.02526522,0.9212931,0.05132385],"study_design_scores_gemma":[0.00001042128,0.00002143493,0.003282384,0.0001276184,0.000005075085,0.00003410266,0.0004799005,0.00006511075,0.000204156,0.004960452,0.9907871,0.00002217218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002446388,0.00339157,0.004132267,0.6200275,0.0227367,0.0001387933,0.0003373021,0.0008700115,0.3459194],"genre_scores_gemma":[0.04963045,0.002519844,0.006761647,0.2478009,0.005581416,0.0002768899,0.001124049,0.000598923,0.6857058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04257293,"threshold_uncertainty_score":0.1424207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06170254041241701,"score_gpt":0.5281680412908181,"score_spread":0.4664655008784011,"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."}}