{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002002725,0.003268721,0.00434188,0.004719161,0.0009667728,0.0005077226,0.006001216,0.003329576,0.03295362],"category_scores_gemma":[0.0002389806,0.004355422,0.003204468,0.004271463,0.003399426,0.001408927,0.004215267,0.002984324,0.1468713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242985,"about_ca_system_score_gemma":0.00124662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009697291,"about_ca_topic_score_gemma":0.007830275,"domain_scores_codex":[0.9855135,0.001412212,0.001476154,0.004792421,0.003594825,0.003210863],"domain_scores_gemma":[0.9897822,0.0003417848,0.002936657,0.004453625,0.0008843257,0.00160146],"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":[0.001362211,0.002825553,0.00407968,0.007440037,0.00787247,0.005834627,0.01213459,0.00004587065,0.006162254,0.005909098,0.9346023,0.01173131],"study_design_scores_gemma":[0.004866019,0.0009418755,0.004938847,0.006408544,0.005841145,0.0001766365,0.007313903,0.0004029003,0.0003762571,0.0007578766,0.9637542,0.004221812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03038403,0.01050602,0.0006427765,0.002050507,0.004543761,0.004012036,0.01297464,0.002084787,0.9328014],"genre_scores_gemma":[0.0864796,0.001199774,0.003156239,0.0001152486,0.000877547,0.000005381616,0.001197225,0.003141129,0.9038278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1139177,"threshold_uncertainty_score":0.9993768,"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."}}