{"id":"W7043201028","doi":"","title":"The state of financial knowledge in the European Union","year":2024,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Inflation (cosmology); Obstacle; State (computer science); Financial risk; Financial literacy; Financial market; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003005894,0.0003312807,0.0003385235,0.0003534568,0.0001301251,0.0001961102,0.002384021,0.00008799394,0.00003729008],"category_scores_gemma":[0.00004660144,0.0002058188,0.0002008726,0.0004963858,0.0003219106,0.00001374362,0.0008075521,0.0005369366,0.001093672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008344669,"about_ca_system_score_gemma":0.0001767687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320793,"about_ca_topic_score_gemma":0.000942094,"domain_scores_codex":[0.9971911,0.001062993,0.0005003348,0.0005873629,0.0002485138,0.0004097371],"domain_scores_gemma":[0.9981173,0.0002624957,0.0003194335,0.001219006,0.00002714027,0.00005466908],"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":[0.000001498251,0.00008815519,0.0009585536,0.0001301135,0.00005751461,0.00008505431,0.00209635,0.00006263239,0.000001252165,0.009480856,0.8750706,0.1119674],"study_design_scores_gemma":[0.0002128133,0.00004880188,0.004080568,0.0004676979,0.00001770251,0.00002047482,0.00006241769,0.001146227,0.000002802326,0.0008350122,0.9928175,0.0002879396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009665964,0.009236032,0.001342523,0.0006269455,0.004394256,0.0004234457,0.0000153792,0.000269745,0.9740257],"genre_scores_gemma":[0.08230537,0.0002280351,0.0005231844,0.0002653425,0.00145574,0.00003177466,0.00000382434,0.0003179426,0.9148688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.117747,"threshold_uncertainty_score":0.9996841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009962538571657416,"score_gpt":0.2229032772740372,"score_spread":0.2129407387023798,"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."}}