{"id":"W6906458129","doi":"10.17605/osf.io/chtfp","title":"Validation of the International Reading Speed Texts in a Sample of Older (60+) Canadian Adults","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Reading (process); Reading aloud; Older people; Large sample","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":[0.003489466,0.00064615,0.0005030432,0.002267428,0.002884425,0.001517571,0.001068945,0.0004369667,0.003092187],"category_scores_gemma":[0.01694145,0.0002258684,0.0004651645,0.001943475,0.001027957,0.0006575932,0.0009465191,0.0005397325,0.001008249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006077954,"about_ca_system_score_gemma":0.008308102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8980707,"about_ca_topic_score_gemma":0.9337603,"domain_scores_codex":[0.9981535,0.0001270548,0.0001888444,0.0002589892,0.001053838,0.0002177449],"domain_scores_gemma":[0.9893621,0.0007742936,0.0009504035,0.0003962578,0.008063463,0.0004534498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006257683,0.0003442354,0.8815222,0.0003235634,0.0001119314,0.0004740519,0.03189892,0.0002452667,0.004832469,0.0006626088,0.005049499,0.07390949],"study_design_scores_gemma":[0.00001493307,0.0001129149,0.9919876,0.00004673891,0.00002522587,0.0002134569,0.003246834,0.0001162141,0.0007117236,0.00003833417,0.00346754,0.00001853194],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928411,0.0001823556,0.0002683712,0.00008767407,0.00001933367,0.0001594196,0.001186496,0.0000191203,0.005236162],"genre_scores_gemma":[0.9911975,0.0003526868,0.001442435,0.0002153471,0.00002182856,0.0002075026,0.002844651,0.00003067513,0.003687377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019293,"threshold_uncertainty_score":0.2050591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340789377990454,"score_gpt":0.266095553920451,"score_spread":0.2426876601405464,"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."}}