{"id":"W7005209949","doi":"","title":"Positiivisen luottotietorekisterin merkitys henkilöasiakkaiden luotonantoon Suomen rahoitusmarkkinoilla","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Value (mathematics); Work (physics); 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":[0.001201717,0.0005999872,0.0007466659,0.000533035,0.0008793213,0.002398115,0.0006074767,0.001073455,0.05632707],"category_scores_gemma":[0.001843711,0.0003810826,0.0007504881,0.0004050035,0.0008347044,0.0009987159,0.001358613,0.001349135,0.009799252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149823,"about_ca_system_score_gemma":0.001965067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00703764,"about_ca_topic_score_gemma":0.02230164,"domain_scores_codex":[0.9984069,0.0002730436,0.0001242471,0.0002664473,0.0006513472,0.0002779023],"domain_scores_gemma":[0.9984643,0.0005622873,0.0001886145,0.0001167392,0.0005147366,0.0001531797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004410089,0.001838077,0.1070806,0.004031084,0.0003589136,0.004267825,0.006611753,0.0003068956,0.3446395,0.01024553,0.06692591,0.4492838],"study_design_scores_gemma":[0.000126615,0.002286672,0.06516486,0.0008935394,0.0003587111,0.006036895,0.006525806,0.0003873547,0.2083495,0.001637229,0.7081424,0.00009041674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5128977,0.03300943,0.009285161,0.01874316,0.003084783,0.0008556776,0.004251701,0.0009010587,0.4169712],"genre_scores_gemma":[0.6037611,0.01557418,0.01387923,0.006049503,0.0005469107,0.0004252867,0.004495735,0.0003282649,0.3549398],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05632707,"threshold_uncertainty_score":0.1884328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066739676305906,"score_gpt":0.2717726946866431,"score_spread":0.251105297923584,"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."}}