{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007217913,0.002487946,0.002654183,0.006859239,0.0009470314,0.0003169728,0.004422045,0.002365526,0.04485476],"category_scores_gemma":[0.0002066432,0.003218081,0.001235999,0.005946443,0.00107405,0.0007342874,0.002132357,0.002361643,0.122477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806314,"about_ca_system_score_gemma":0.003239069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628437,"about_ca_topic_score_gemma":0.003387927,"domain_scores_codex":[0.9898971,0.001291905,0.00103161,0.003339577,0.001514925,0.002924917],"domain_scores_gemma":[0.9928195,0.0005377024,0.001479355,0.0032805,0.0005642207,0.001318672],"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":[0.001210473,0.001279327,0.00634171,0.00136061,0.00543208,0.006522481,0.00130501,0.00006843724,0.000538751,0.06551331,0.9024902,0.007937602],"study_design_scores_gemma":[0.004435425,0.0003147804,0.001485265,0.001610757,0.00228323,0.00003864539,0.00147475,0.00008897001,0.0001455737,0.0002229226,0.9850227,0.002877003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001404286,0.001050079,0.0003033117,0.0005274005,0.002178231,0.00224512,0.009173285,0.001541668,0.9815766],"genre_scores_gemma":[0.006285092,0.001756374,0.0008878296,0.0003901363,0.0009856781,0.000004153697,0.001801124,0.001553498,0.9863361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08253247,"threshold_uncertainty_score":0.99994,"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."}}