{"id":"W7043764693","doi":"","title":"Vierassanat Ylen selkokielisissä uutisissa","year":2025,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Order (exchange); Work (physics)","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","insufficient_payload"],"category_scores_codex":[0.000706192,0.001429315,0.002404767,0.003050243,0.0006822979,0.0001037153,0.003521818,0.002206653,0.1274676],"category_scores_gemma":[0.0001333156,0.002006549,0.00144751,0.002453179,0.001155534,0.000585274,0.001826789,0.001505438,0.03314153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236565,"about_ca_system_score_gemma":0.001121947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007580932,"about_ca_topic_score_gemma":0.00420344,"domain_scores_codex":[0.9938725,0.0006237425,0.000569963,0.002022053,0.001503865,0.00140793],"domain_scores_gemma":[0.994358,0.0002659669,0.001503755,0.002510501,0.0007010838,0.0006606656],"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":[0.0004147608,0.000682448,0.001022456,0.001296229,0.004051177,0.000529347,0.001906312,0.00006493632,0.0005881498,0.00647682,0.9579931,0.02497422],"study_design_scores_gemma":[0.002902894,0.0001620107,0.003873345,0.002049604,0.002624718,0.00001652915,0.004966218,0.0004271875,0.0001123401,0.0002968833,0.9809416,0.001626675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00237869,0.004950558,0.0006664617,0.001896045,0.001740526,0.001303003,0.00488437,0.0005587524,0.9816216],"genre_scores_gemma":[0.01866042,0.00202505,0.004684926,0.0001814442,0.0003352207,6.024289e-7,0.0005706629,0.0006073685,0.9729343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09432611,"threshold_uncertainty_score":0.9998457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007195694823701788,"score_gpt":0.1936089099257846,"score_spread":0.1864132151020828,"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."}}