{"id":"W4296523566","doi":"10.31274/psllt.13361","title":"Sound-Spelling Correspondences in FL Instruction: Same Script, Different Rules","year":2022,"lang":"en","type":"article","venue":"","topic":"Multisensory perception and integration","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Orthography; Spelling; German; Linguistics; Perception; Psychology; Grapheme; Reading (process); Tagalog; First language; Foreign language; Phonology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001465967,0.0001040339,0.000125873,0.0002124968,0.0001589103,0.00003546358,0.0001270548,0.00004521064,0.1529529],"category_scores_gemma":[0.00001129223,0.00009082125,0.00005153877,0.0001433631,0.00004447403,0.00008303226,0.00003565224,0.0002700932,0.0009123749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155186,"about_ca_system_score_gemma":0.00001009747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000470529,"about_ca_topic_score_gemma":0.0006913525,"domain_scores_codex":[0.9988704,0.0002503846,0.000254887,0.0002574498,0.0001992657,0.0001675815],"domain_scores_gemma":[0.9996769,0.00004089312,0.00005259768,0.0001707255,0.00001938749,0.00003950049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001955405,0.001707264,0.331547,0.00002749331,0.0001027594,0.00006828015,0.06237242,0.001515477,0.02109087,0.3755768,0.06560566,0.1384306],"study_design_scores_gemma":[0.002816384,0.0004619048,0.7448827,0.00001366927,0.00001521122,0.0001923723,0.1073997,0.008455699,0.0002009189,0.008543587,0.1264151,0.0006028019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563848,0.00005946964,0.001079791,0.0003353656,0.002941432,0.0001382305,0.0000102645,0.00007460132,0.03897609],"genre_scores_gemma":[0.9570562,0.00001038668,0.0002363582,0.0006538552,0.0001153278,0.00005325619,0.00003198865,0.000009507149,0.04183318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133357,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07614361333335251,"score_gpt":0.3422419875884617,"score_spread":0.2660983742551092,"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."}}