{"id":"W4412347307","doi":"10.63332/joph.v4i3.2921","title":"The Role of Nursing in Seasonal Crowd Management","year":2024,"lang":"en","type":"article","venue":"Journal of Posthumanism","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nursing management; Nursing; Psychology; 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":[0.00299423,0.0001734125,0.0001889457,0.000454149,0.007404097,0.003861228,0.00070224,0.00125342,0.002050705],"category_scores_gemma":[0.004058723,0.0001651569,0.0001944094,0.0002851069,0.00523376,0.001527039,0.003740607,0.001270982,0.0002319088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127446,"about_ca_system_score_gemma":0.006411058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006889808,"about_ca_topic_score_gemma":0.01432483,"domain_scores_codex":[0.9962915,0.002719809,0.00005596624,0.00009847518,0.0002311109,0.0006032203],"domain_scores_gemma":[0.9963983,0.001532642,0.0004085339,0.00007491685,0.0002882816,0.001297317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001112455,0.0003567907,0.04620373,0.0007098321,0.0000312482,0.002807637,0.7664503,0.0003460097,0.001525253,0.02821213,0.01953405,0.1337118],"study_design_scores_gemma":[0.000007770605,0.0001702961,0.02605676,0.0006392014,0.00001089506,0.000847213,0.8511246,0.0002613021,0.0001727874,0.004563969,0.1161059,0.00003930959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818275,0.008879812,0.002603883,0.04114616,0.001474993,0.0001589758,0.00003476596,0.00003522052,0.1273912],"genre_scores_gemma":[0.9930566,0.001565105,0.0004975297,0.001374442,0.00008945493,0.00003536107,0.000004526355,0.000007513399,0.003369526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007404097,"threshold_uncertainty_score":0.01583517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137062488114007,"score_gpt":0.3229536122167336,"score_spread":0.3092473634053329,"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."}}