{"id":"W6945530196","doi":"10.25384/sage.25516805.v1","title":"sj-docx-1-ppn-10.1177_15271544241240489 - Supplemental material for The Trajectory of Agency-Employed Nurses in Ontario, Canada: A Longitudinal Analysis (2011–2021)","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trajectory; Longitudinal study; Longitudinal data; Control (management); Nursing practice","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001446092,0.001030911,0.001136405,0.004351149,0.00411669,0.004612078,0.002901076,0.00135058,0.8864823],"category_scores_gemma":[0.02410949,0.001291285,0.0008465943,0.01220549,0.001009381,0.002688869,0.002939153,0.001377532,0.4517367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01377349,"about_ca_system_score_gemma":0.02868432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8802226,"about_ca_topic_score_gemma":0.9106433,"domain_scores_codex":[0.9986472,0.00005543347,0.0001185258,0.0001591036,0.000656451,0.0003633699],"domain_scores_gemma":[0.9758625,0.004585502,0.0008491722,0.0009334959,0.01557856,0.002190713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001617067,0.00001048136,0.0006356188,0.0001756471,0.000002902108,0.000007265016,0.00007437141,0.00002954924,0.00001231842,0.0001325213,0.9963868,0.002516448],"study_design_scores_gemma":[0.000485858,0.00003115264,0.03745714,0.00136176,0.00003206545,0.00006730684,0.002024837,0.0002738484,0.0002482319,0.001126872,0.9567894,0.0001014593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001840221,0.00002995864,0.00007215286,0.0002807844,0.00009466676,0.00008396069,0.9904317,0.0003211383,0.008501563],"genre_scores_gemma":[0.005537381,0.0003786505,0.001207158,0.0007147769,0.0001239069,0.001355859,0.8853941,0.001443804,0.1038444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8864823,"threshold_uncertainty_score":0.2409655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04467525094157349,"score_gpt":0.2363135135871691,"score_spread":0.1916382626455956,"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."}}