{"id":"W178799469","doi":"10.55016/ojs/ajer.v56i1.55380","title":"Beliefs and Practices of Three Literacy Instructors in Elementary Teacher Education","year":2010,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Mathematics education; Literacy; Psychology; Primary education; Pedagogy; Teacher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004442098,0.0004091345,0.0005864539,0.001623836,0.009962911,0.005399328,0.00143789,0.002359262,0.001982848],"category_scores_gemma":[0.0125001,0.0007723258,0.0003345895,0.0008765832,0.00572197,0.001461884,0.003316963,0.003665169,0.0004391416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726245,"about_ca_system_score_gemma":0.004054987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170837,"about_ca_topic_score_gemma":0.02580727,"domain_scores_codex":[0.9969022,0.001325056,0.0001523568,0.0002773795,0.0005148143,0.0008281567],"domain_scores_gemma":[0.9901618,0.00335915,0.001388066,0.0003606787,0.001656638,0.003073602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006498102,0.0006277249,0.07298737,0.00004709941,0.000006969081,0.001470685,0.9073839,0.00003552905,0.002522121,0.0004459972,0.0002753355,0.01413232],"study_design_scores_gemma":[0.00003215198,0.0004510185,0.02988685,0.0001329583,0.00002090852,0.001186353,0.9586495,0.0002577987,0.001727743,0.0003117669,0.007304578,0.00003837965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981267,0.00005856049,0.0002656013,0.0003226463,0.000008341213,0.00002273966,0.000002919693,0.000008308671,0.001184152],"genre_scores_gemma":[0.9968131,0.0001239622,0.0006467574,0.000290022,0.000005824884,0.0000389798,0.000009202696,0.000008094882,0.002064034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170837,"threshold_uncertainty_score":0.02703589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850414749669276,"score_gpt":0.4120594446366649,"score_spread":0.3435552971399722,"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."}}