{"id":"W2740059852","doi":"10.1075/swll.15.17par","title":"Introduction to atypical reading development","year":2017,"lang":"en","type":"book-chapter","venue":"Studies in written language and literacy","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Psychology; History; Computer science; Linguistics; 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":[0.000191768,0.0005346248,0.0003487095,0.001185342,0.0004550627,0.0008857665,0.0005267067,0.0007599975,0.05384129],"category_scores_gemma":[0.0009546243,0.0001800364,0.0002259136,0.000722396,0.0005998476,0.001308587,0.001092036,0.001574622,0.01245304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074175,"about_ca_system_score_gemma":0.0006423101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087126,"about_ca_topic_score_gemma":0.001665233,"domain_scores_codex":[0.999855,0.00002851271,0.00001839821,0.00002822857,0.00004950873,0.00002033831],"domain_scores_gemma":[0.9996288,0.0001729547,0.00001552681,0.00002714362,0.000108716,0.00004697155],"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":[0.00004541045,0.0001087585,0.001062781,0.0008043402,0.000004375516,0.00293228,0.001538746,0.0002894352,0.00202266,0.05325208,0.3268653,0.6110739],"study_design_scores_gemma":[0.000005868767,0.00004792976,0.002709485,0.0007324432,0.000004077952,0.01078892,0.0006109975,0.0001210004,0.0006566757,0.03531181,0.9489959,0.00001486688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0117938,0.07871073,0.0212595,0.01420284,0.005581528,0.0002698363,0.00172069,0.00150653,0.8649546],"genre_scores_gemma":[0.07382752,0.0799117,0.01679943,0.006466776,0.002687188,0.0004341836,0.002356352,0.0006817739,0.8168351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05384129,"threshold_uncertainty_score":0.1801171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096739397705187,"score_gpt":0.3753005641392159,"score_spread":0.334333170162164,"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."}}