{"id":"W7117862484","doi":"","title":"Julkisen velan vaikutukset Suomen kansantalouteen","year":2025,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Paid work; Population; 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":[0.00156904,0.0008573058,0.0007353885,0.001057153,0.006195849,0.008944399,0.00138159,0.001885957,0.1218829],"category_scores_gemma":[0.002761401,0.0005757987,0.0007808569,0.001140393,0.001852374,0.004108316,0.006972355,0.003372514,0.05083516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928509,"about_ca_system_score_gemma":0.00586257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007020493,"about_ca_topic_score_gemma":0.02440896,"domain_scores_codex":[0.9982826,0.0002289882,0.00009018626,0.0004080303,0.0006358993,0.00035437],"domain_scores_gemma":[0.9982703,0.0002651245,0.0001272974,0.0002049896,0.0005815208,0.0005506621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001366921,0.0008885107,0.019569,0.001937582,0.0001354132,0.002889801,0.06099617,0.001407966,0.02911695,0.1572173,0.193288,0.5311865],"study_design_scores_gemma":[0.00001359736,0.00007765981,0.004419415,0.000293734,0.00002242521,0.0002412717,0.006759432,0.0001280958,0.002229748,0.003969098,0.9818142,0.00003121077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08323862,0.008719318,0.008282769,0.009642286,0.003301331,0.0002400488,0.001396824,0.0009599773,0.8842188],"genre_scores_gemma":[0.1450704,0.004575313,0.006364727,0.00117867,0.0003575908,0.0001717242,0.0009979289,0.000839378,0.8404443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1218829,"threshold_uncertainty_score":0.4077387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009868918715137384,"score_gpt":0.2063963488962046,"score_spread":0.1965274301810672,"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."}}