{"id":"W7026709109","doi":"","title":"Arvojohtajuus Suomen presidentti-instituutiossa","year":2025,"lang":"fi","type":"dissertation","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Quarter (Canadian coin); Poverty; Work (physics)","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":[0.002612454,0.000468861,0.000382565,0.001501339,0.006402556,0.01290785,0.000695363,0.001841989,0.06351627],"category_scores_gemma":[0.005999414,0.0003888595,0.000485666,0.002172989,0.002896096,0.005551194,0.004259905,0.004287634,0.01561069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005683842,"about_ca_system_score_gemma":0.008330416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059945,"about_ca_topic_score_gemma":0.02988789,"domain_scores_codex":[0.9963326,0.0008691642,0.0001363793,0.0005616101,0.001148889,0.0009513388],"domain_scores_gemma":[0.9968059,0.0007322904,0.0004238604,0.0003494568,0.0009272728,0.000761288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000128553,0.0001327159,0.01445531,0.000313974,0.00002969984,0.0005600546,0.04256922,0.0002210285,0.001443536,0.7349626,0.1149821,0.09020113],"study_design_scores_gemma":[0.000005615791,0.00002932956,0.009910279,0.0001633443,0.00001237765,0.0001123095,0.009991669,0.00009435059,0.0007385418,0.009928239,0.9689909,0.00002319761],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06654185,0.004400859,0.003023128,0.01892735,0.002106346,0.00008571062,0.0007455923,0.0002767805,0.9038924],"genre_scores_gemma":[0.5090835,0.004182509,0.002302097,0.002855634,0.0007256718,0.0001707246,0.0008182882,0.0003714377,0.4794902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06351627,"threshold_uncertainty_score":0.2124831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120028075714409,"score_gpt":0.2089769534549618,"score_spread":0.1969741458835209,"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."}}