{"id":"W7066446501","doi":"","title":"Kunnat murroksessa – mitä sosiaali- ja terveydenhuollon uudistuksen jälkeen? Kunnanjohtajien näkemyksiä kuntien tulevaisuudesta","year":2024,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin)","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":[0.001164095,0.000438323,0.0003770323,0.0005665152,0.004492192,0.00648355,0.0007940593,0.00169484,0.08864217],"category_scores_gemma":[0.002362111,0.0004510102,0.0004578679,0.0007379164,0.001501506,0.00300426,0.004625885,0.002582422,0.03025794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325989,"about_ca_system_score_gemma":0.007292435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03239104,"about_ca_topic_score_gemma":0.09772726,"domain_scores_codex":[0.9987459,0.0001227197,0.00005773669,0.0002537221,0.0005232609,0.0002965582],"domain_scores_gemma":[0.998861,0.0001234063,0.00008032181,0.00008870455,0.0004700932,0.0003764305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008438125,0.0003493588,0.03559037,0.001382505,0.00005989432,0.001913087,0.03772061,0.0005069431,0.01857588,0.09804793,0.4150338,0.3899757],"study_design_scores_gemma":[0.000006361498,0.0000514032,0.01006858,0.00020645,0.000009457232,0.0001173579,0.005846741,0.00006874515,0.001554535,0.001509005,0.9805372,0.00002394541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08244666,0.005687405,0.004534921,0.02054323,0.005481665,0.0002449539,0.002932669,0.001037278,0.8770913],"genre_scores_gemma":[0.125644,0.002511276,0.003931224,0.002060114,0.0002969782,0.0001273797,0.001834157,0.0007221417,0.8628728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08864217,"threshold_uncertainty_score":0.2965376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960090381451769,"score_gpt":0.2318240039529342,"score_spread":0.2122231001384165,"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."}}