{"id":"W4400917675","doi":"10.3390/educsci14070791","title":"Teachers’ Perceptions of Implementing Ontario’s Right to Read Report’s Recommendations","year":2024,"lang":"en","type":"article","venue":"Education Sciences","topic":"Reading and Literacy Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Literacy; Teacher preparation; Perception; Psychology; Medical education; Teacher education; Pedagogy; Intervention (counseling); Best practice; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009232984,0.00006360645,0.00007295646,0.0003020148,0.0002333748,0.0001202288,0.0001577698,0.00002239963,0.01715974],"category_scores_gemma":[0.00005389854,0.00005379212,0.00003574774,0.0005767083,0.00007915177,0.0001753347,0.00002573799,0.00007845103,0.0003477708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284552,"about_ca_system_score_gemma":0.0007603426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403016,"about_ca_topic_score_gemma":0.004925515,"domain_scores_codex":[0.9989575,0.00005006339,0.0003435601,0.0003140373,0.0001573402,0.0001775297],"domain_scores_gemma":[0.9995313,0.00008494287,0.00007191893,0.0001830586,0.00006506851,0.00006374555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.265823e-7,0.0001594731,0.08889678,0.000007898449,0.00003022366,0.00000343422,0.3009049,0.000001965157,0.000327877,0.02561645,0.385294,0.1987561],"study_design_scores_gemma":[0.00001910349,0.00002577716,0.09940027,0.0001054487,0.000009124384,0.00004824088,0.0318002,0.000002972106,0.00005551806,0.0007488413,0.8677004,0.00008410183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.66667,0.0001136762,0.0008321484,0.01475494,0.004635543,0.000178284,0.000005244038,0.00006073472,0.3127494],"genre_scores_gemma":[0.7799161,0.000001940187,0.0133112,0.0001797771,0.0001165451,0.0001032746,0.00003565801,0.000004901176,0.2063306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4824064,"threshold_uncertainty_score":0.9925355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692215496928021,"score_gpt":0.4449393490994524,"score_spread":0.3880171941301722,"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."}}