{"id":"W7020952670","doi":"","title":"Muutosjohtaminen ja esimiestyö toiminnanohjausjärjestelmän vaihdoksen ja kirjanpidon toimintojen sisäänvedon yhteydessä","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Cold Fusion and Nuclear Reactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Work (physics); Paid work; Inequality; Life style","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001398228,0.002324148,0.002219294,0.001652381,0.0007998929,0.001410888,0.002468775,0.001929871,0.1545284],"category_scores_gemma":[0.0003198794,0.002069231,0.001293681,0.001903737,0.000889208,0.0006615871,0.0006248305,0.002498341,0.1682269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026487,"about_ca_system_score_gemma":0.0004941123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008990648,"about_ca_topic_score_gemma":0.01191833,"domain_scores_codex":[0.9901753,0.000762379,0.001895764,0.002826639,0.001808936,0.002530999],"domain_scores_gemma":[0.993988,0.0008706347,0.0009619929,0.002568497,0.0002308162,0.001380047],"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":[0.0004381846,0.0003569466,0.0006415382,0.0009283101,0.0008938855,0.0007440628,0.001792307,0.0001294381,0.0004733501,0.0008794208,0.01642028,0.9763023],"study_design_scores_gemma":[0.0008538913,0.0006372481,0.004922648,0.001665154,0.0009723872,0.0003403095,0.001401405,0.003064059,0.0001444849,0.0009010379,0.9826401,0.0024572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01188886,0.008810884,0.00003791343,0.003609291,0.007138283,0.001963795,0.001151734,0.001215955,0.9641833],"genre_scores_gemma":[0.04493143,0.004233109,0.0005270407,0.001120759,0.00279624,0.00005600462,0.0007182981,0.0008061606,0.944811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9738451,"threshold_uncertainty_score":0.9998029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430810187713879,"score_gpt":0.2417045372365694,"score_spread":0.2173964353594307,"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."}}