{"id":"W4390574794","doi":"10.53967/cje-rce.6455","title":"Book Review: This is How We Teach Reading…And It’s Working","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reading (process); Mathematics education; Pedagogy; Psychology; Computer science; Multimedia; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002701369,0.0007838637,0.001858745,0.002890964,0.002018247,0.00801638,0.001912517,0.004843607,0.07027618],"category_scores_gemma":[0.01973473,0.0004729092,0.0008614738,0.005103659,0.002261108,0.003852519,0.001505281,0.007853503,0.03653364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006334763,"about_ca_system_score_gemma":0.01665699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03617579,"about_ca_topic_score_gemma":0.08114251,"domain_scores_codex":[0.9960333,0.0005720462,0.0002119285,0.0002660644,0.002707776,0.0002088576],"domain_scores_gemma":[0.9844728,0.003797547,0.0005678209,0.0003422132,0.009303572,0.001516106],"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":[0.000001859272,0.000002441982,0.00001140063,0.0001262113,0.000002462844,0.000007902506,0.00001702238,0.000005962588,0.00001000752,0.0006132488,0.9892253,0.009976096],"study_design_scores_gemma":[0.000003446997,0.000003232283,0.00007111912,0.0005292899,0.000005198213,0.00004814593,0.00004794464,0.000005993963,0.0000127633,0.0004872793,0.9987808,0.000004828647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001873839,0.3330725,0.0007216762,0.2645505,0.3229564,0.00009239341,0.0004505159,0.0001826324,0.07778608],"genre_scores_gemma":[0.002878238,0.2552925,0.001032988,0.1205531,0.1046159,0.0001766426,0.0006378869,0.000309082,0.5145038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07027618,"threshold_uncertainty_score":0.2350972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453759841679834,"score_gpt":0.3244724528843917,"score_spread":0.2699348544675934,"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."}}