{"id":"W2621057726","doi":"10.1080/21622965.2017.1328681","title":"Novel reading index for identifying disordered reading skill development: A preliminary study","year":2017,"lang":"en","type":"article","venue":"Applied Neuropsychology Child","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"National Institute of Mental Health","keywords":"Reading (process); Index (typography); Psychology; Computer science; Mathematics education; Linguistics; World Wide Web; Philosophy","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":[0.001523787,0.0005392955,0.000364118,0.002179666,0.000212337,0.0005863332,0.000339612,0.0004721242,0.001179039],"category_scores_gemma":[0.006723789,0.0001360651,0.0003000754,0.000614957,0.0002790105,0.0006472406,0.0006504764,0.000483108,0.000303304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379513,"about_ca_system_score_gemma":0.0002139961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104118,"about_ca_topic_score_gemma":0.001858256,"domain_scores_codex":[0.9991855,0.0002474812,0.0001353905,0.0001607045,0.0002278865,0.0000429564],"domain_scores_gemma":[0.9956478,0.002146824,0.0008088566,0.0003382322,0.0007831685,0.0002750918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008308048,0.0002977889,0.952985,0.00005332425,0.00005929227,0.0001650046,0.0003915554,0.000348804,0.00801031,0.0001287192,0.0001549311,0.03657442],"study_design_scores_gemma":[0.00003891631,0.001596191,0.9877492,0.00001084467,0.0000625424,0.001116987,0.000364213,0.003767886,0.004655211,0.0001722052,0.0004476023,0.00001822397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943998,0.00009844947,0.003996222,0.00001686131,0.000007295934,0.0001089941,0.0002853779,0.00006735686,0.001019635],"genre_scores_gemma":[0.9891745,0.00004741686,0.009953375,0.00001197386,0.00001012616,0.0001054325,0.0003165047,0.00001517647,0.0003655748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179666,"threshold_uncertainty_score":0.008058667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394129621799119,"score_gpt":0.3499834988199828,"score_spread":0.3060422026019916,"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."}}