{"id":"W7039873178","doi":"","title":"Modelling the impact of changes in education requirements on nurses’ labour market outcomes","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wage; Differential (mechanical device); Differential effects; Labour supply; Longitudinal data; Percentage point","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003711445,0.0007832955,0.0007475416,0.001109574,0.0006639523,0.001740696,0.002130684,0.001504794,0.005939487],"category_scores_gemma":[0.01301062,0.000589842,0.001560444,0.001581677,0.0007446507,0.0006256773,0.001624868,0.00192943,0.000744728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292039,"about_ca_system_score_gemma":0.01104662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8778278,"about_ca_topic_score_gemma":0.8182809,"domain_scores_codex":[0.9981285,0.0007495824,0.00008244825,0.0003033774,0.0001526342,0.0005834459],"domain_scores_gemma":[0.9933528,0.00403848,0.0008929233,0.0002626169,0.0009401111,0.0005129994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006155484,0.0004173784,0.3317584,0.000300539,0.0004925671,0.0004247393,0.0007940591,0.6324363,0.000426208,0.008561955,0.007052362,0.01672],"study_design_scores_gemma":[0.0003252767,0.0004253007,0.2857461,0.0002786215,0.0003508037,0.00005878692,0.001653566,0.6948323,0.000329764,0.004115749,0.01177083,0.0001129171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681363,0.0009263016,0.004749116,0.002287104,0.0001014161,0.000241669,0.01699138,0.0001001766,0.006466588],"genre_scores_gemma":[0.9853966,0.0003250179,0.001836475,0.0001892047,0.00002209972,0.0002115926,0.005862,0.00001736812,0.006139581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8778278,"threshold_uncertainty_score":0.2457834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820560587015417,"score_gpt":0.3773692607172436,"score_spread":0.3491636548470894,"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."}}