{"id":"W4411656400","doi":"10.51847/cqu4vkiph9","title":"10.51847/Cqu4vkIPh9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work engagement; Psychology; Work (physics); Core (optical fiber); Applied psychology; Organisation climate; Core self-evaluations; Social psychology; Computer science; Job satisfaction; Engineering; Job design; Job performance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000111652,0.00009568792,0.0001164852,0.00006074274,0.0001037574,0.0000389921,0.000125701,0.00005751395,0.9939796],"category_scores_gemma":[0.00003879585,0.00009705419,0.00003586948,0.0002161428,0.00001815812,0.00006479157,0.000007961507,0.000085461,0.9869636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005999941,"about_ca_system_score_gemma":0.00002270331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165224,"about_ca_topic_score_gemma":4.406151e-7,"domain_scores_codex":[0.9992037,0.00005494808,0.0001604786,0.0001767591,0.0001341981,0.0002698517],"domain_scores_gemma":[0.9994398,0.00004818666,0.00001749876,0.0002475003,0.0000333465,0.0002136474],"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":[0.00005606599,0.00002924409,0.000001410915,0.000004435627,0.000002165544,7.30829e-7,0.0001352134,0.00001487589,0.00001656925,0.000001073262,0.1844207,0.8153175],"study_design_scores_gemma":[0.0001003182,0.0001114689,0.0001640252,0.00002829272,0.000005346803,0.000003977696,0.000007650087,0.00003115398,0.00009141272,0.000003407602,0.9993331,0.0001198338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009430415,0.00008040453,1.661224e-7,0.01139816,0.00002872713,0.0001731004,0.000005206854,0.0002053848,0.9786785],"genre_scores_gemma":[0.005578671,2.343747e-7,0.000150014,0.001125471,0.000420079,0.00001293944,0.0000164908,0.00002405318,0.992672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8151976,"threshold_uncertainty_score":0.3957755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397795492647183,"score_gpt":0.2682296247596484,"score_spread":0.2542516698331766,"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."}}