{"id":"W6987096652","doi":"","title":"Sanantunnistuksen tehokkuus lukemisen sujuvuuden ennustajana aikuisilla lukijoilla","year":2021,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Quarter (Canadian coin); Statistical analysis; Data collection","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":[0.0009857432,0.002255816,0.003841291,0.002430775,0.001025345,0.0002312288,0.004210065,0.003020737,0.1335485],"category_scores_gemma":[0.0003066783,0.003070809,0.002274071,0.002930303,0.00220529,0.000438203,0.003005798,0.002069825,0.01459992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421358,"about_ca_system_score_gemma":0.001903022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225772,"about_ca_topic_score_gemma":0.01001501,"domain_scores_codex":[0.9896148,0.001106232,0.0009785212,0.003222077,0.00261939,0.00245898],"domain_scores_gemma":[0.9904283,0.0004114225,0.002628521,0.003967419,0.00113253,0.001431842],"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":[0.0008610669,0.001182014,0.007527555,0.002855846,0.006532308,0.008202342,0.008467427,0.0001895886,0.008324426,0.002013333,0.9397819,0.01406221],"study_design_scores_gemma":[0.004431592,0.000246612,0.006057939,0.002361748,0.002142282,0.0002139043,0.02148782,0.0007027722,0.0002184534,0.0001161716,0.9590241,0.002996625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02515158,0.01465128,0.0001612597,0.001016863,0.001800491,0.001707667,0.004848022,0.0005687682,0.950094],"genre_scores_gemma":[0.0536534,0.005072907,0.003217598,0.0001494884,0.0009478289,0.00000117663,0.001858588,0.0015618,0.9335372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1189486,"threshold_uncertainty_score":0.9990181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223552803496572,"score_gpt":0.1990994162915225,"score_spread":0.1868638882565568,"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."}}