{"id":"W1992833183","doi":"10.1177/00222194060390050301","title":"Beyond Phonology","year":2006,"lang":"en","type":"article","venue":"Journal of Learning Disabilities","topic":"Reading and Literacy Development","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Phonology; Psychology; Linguistics; Developmental psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004913769,0.00009764911,0.0002292229,0.0001245638,0.00007640455,0.00003410249,0.0001354253,0.00006979485,0.001904354],"category_scores_gemma":[0.0002210064,0.00007831689,0.0001142703,0.00008304943,0.0001401169,0.0000960946,0.0000171374,0.0003769682,0.0001746463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006318776,"about_ca_system_score_gemma":0.0000366942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006267043,"about_ca_topic_score_gemma":0.000002943718,"domain_scores_codex":[0.9988347,0.0001878322,0.0004959111,0.0001056447,0.0001548735,0.0002209993],"domain_scores_gemma":[0.9990265,0.0004577983,0.000266465,0.0001078419,0.00009955695,0.00004183363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001983327,0.0003277362,0.8623825,0.00002906518,0.000144995,0.0000583861,0.02747354,0.0006218493,0.0004093704,0.04412326,0.0483426,0.01588838],"study_design_scores_gemma":[0.001285072,0.0007704315,0.3451291,0.00006977529,0.00004558088,0.0009173506,0.03786647,0.00001169647,0.000218505,0.02578013,0.5875962,0.0003096584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058564,0.0006882708,0.00015193,0.0005449648,0.001170474,0.0000265538,5.816994e-7,0.00002382697,0.09153703],"genre_scores_gemma":[0.9567863,0.000005391711,0.000625609,0.00004667492,0.0005220568,0.00000252192,0.000001977363,0.00001296722,0.04199648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5392536,"threshold_uncertainty_score":0.9990081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208432132546933,"score_gpt":0.2865812329442658,"score_spread":0.2744969116187965,"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."}}