{"id":"W7020672600","doi":"","title":"Lukijatestaus Selkokeskuksessa: selkokielisen materiaalin testausmalli","year":2025,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Work (physics); Life style; Population; Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002454112,0.0005037661,0.0002274871,0.001267849,0.003129195,0.005663033,0.001226282,0.001804625,0.05961318],"category_scores_gemma":[0.00262214,0.0003005312,0.0003513182,0.001189356,0.001505611,0.002377038,0.003389322,0.001753262,0.01226065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004679921,"about_ca_system_score_gemma":0.007618455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517852,"about_ca_topic_score_gemma":0.03238048,"domain_scores_codex":[0.9979638,0.0003292007,0.00007134505,0.0002564116,0.0009978298,0.0003814325],"domain_scores_gemma":[0.9983723,0.0002734667,0.0001223644,0.0001008999,0.0006561132,0.0004749051],"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":[0.0007430691,0.0008874204,0.02217809,0.001560424,0.00006073565,0.002564541,0.02496748,0.0006880506,0.02405248,0.09724396,0.1341724,0.6908813],"study_design_scores_gemma":[0.000009405147,0.0002803934,0.01042715,0.0003819618,0.00001897075,0.0004745307,0.007705409,0.0001119757,0.007788737,0.003025305,0.9697471,0.00002918931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2097505,0.04410181,0.007067536,0.0500614,0.003158181,0.0003791953,0.0009826419,0.0007316092,0.6837671],"genre_scores_gemma":[0.3516169,0.01583576,0.005922618,0.003570502,0.0003142244,0.000219732,0.0007362405,0.000311436,0.6214727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05961318,"threshold_uncertainty_score":0.1994259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024284543528428,"score_gpt":0.267107106669231,"score_spread":0.2468642612339468,"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."}}