{"id":"W2297777589","doi":"10.1111/lit.12074","title":"Teacher expectations and student literacy engagement and achievement","year":2016,"lang":"en","type":"article","venue":"Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Narrative; Situated; Psychology; Literacy; Pedagogy; Mathematics education; Narrative inquiry; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002342135,0.0001823635,0.0004211549,0.0008608153,0.0009612793,0.003567433,0.0004344416,0.0004895602,0.004283786],"category_scores_gemma":[0.01706141,0.0001984953,0.000284811,0.0004320559,0.0008294663,0.0007779192,0.00206339,0.001028948,0.0008077233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007450514,"about_ca_system_score_gemma":0.000649093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550268,"about_ca_topic_score_gemma":0.002581933,"domain_scores_codex":[0.9974949,0.000981131,0.0002471372,0.0002162021,0.0006828572,0.0003777501],"domain_scores_gemma":[0.9829316,0.006862334,0.005469543,0.0005156003,0.001836367,0.00238459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002253151,0.0006188143,0.9560965,0.00005781556,0.00003595579,0.0004860653,0.02927231,0.000138404,0.001107603,0.0006815373,0.0002950688,0.01098465],"study_design_scores_gemma":[0.00001235357,0.0004262386,0.9514226,0.00005737272,0.00002330425,0.0004591409,0.04366146,0.0006013054,0.001272334,0.000553028,0.001486425,0.00002447816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971396,0.00003444418,0.00006453414,0.00008244909,0.000002153295,0.00000445778,0.00001973656,0.000005076216,0.002647528],"genre_scores_gemma":[0.9994307,0.00001614844,0.00002948656,0.000005639735,0.000001690619,0.00000728548,0.00001426358,0.000001859943,0.0004928324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004283786,"threshold_uncertainty_score":0.01433069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669353941580062,"score_gpt":0.2969706068469927,"score_spread":0.2702770674311921,"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."}}