{"id":"W7016091854","doi":"","title":"Visual processing and spelling development: a longitudinal study","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Nasalization; Dysgeusia; Nucleofection; Tubulopathy; Articular cartilage damage","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110533,0.000109986,0.0002055167,0.0001441486,0.001057139,0.0000990707,0.0001328257,0.0001324565,0.00001413932],"category_scores_gemma":[0.00005776605,0.0001628629,0.0000341278,0.0002319403,0.0000717154,0.0001574409,0.00002683539,0.0001722271,0.000007646069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003024,"about_ca_system_score_gemma":0.000589585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004961336,"about_ca_topic_score_gemma":0.7808148,"domain_scores_codex":[0.9990053,0.0001019672,0.00008711478,0.0002814113,0.0003463793,0.0001778817],"domain_scores_gemma":[0.9993705,0.00004622565,0.0001980082,0.00006123327,0.0002561492,0.00006791819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008965563,0.0007409675,0.6535477,0.0008690552,0.0001440976,0.00008768384,0.2980691,0.000002815552,0.0001015359,0.0003647777,0.0004201713,0.04556249],"study_design_scores_gemma":[0.0001427197,0.0000210461,0.3504706,0.0002722178,0.00006190169,4.601347e-7,0.6472726,0.000009341054,0.0000218418,0.00001284302,0.001586897,0.0001274922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871435,0.0003843975,0.0000517027,0.0001287229,0.0001720272,0.0001749743,7.961167e-7,0.00004089697,0.01190296],"genre_scores_gemma":[0.9925271,0.00008194746,0.001147184,0.000002456092,0.0001443285,2.775062e-7,0.00005765166,0.0000109748,0.006028099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758535,"threshold_uncertainty_score":0.8130763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658221483423109,"score_gpt":0.3022972647747371,"score_spread":0.265715049940506,"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."}}