{"id":"W2894187137","doi":"","title":"Language and Literacy: Content and Teaching Strategies, 7th Canadian Edition","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Literacy; Mathematics education; Pedagogy; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008061993,0.0001250815,0.0001602209,0.0005731622,0.0007226732,0.0005563069,0.0002033369,0.0001107609,0.002135673],"category_scores_gemma":[0.0007171215,0.0001414137,0.00003461038,0.00003912249,0.00009175794,0.0006348639,0.000004729102,0.0003793449,0.000008729722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106959,"about_ca_system_score_gemma":0.004417273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7750662,"about_ca_topic_score_gemma":0.9336851,"domain_scores_codex":[0.9989125,0.0001453324,0.0002847226,0.0001864161,0.00003665458,0.0004344347],"domain_scores_gemma":[0.9973064,0.0000561823,0.0004019166,0.0003158462,0.0002611505,0.001658487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002016284,0.00004889915,0.02794555,0.00009291343,0.0001175157,0.0003275149,0.6658327,0.000006224721,0.0004850871,0.08378287,0.02388361,0.197457],"study_design_scores_gemma":[0.0003883827,0.00009683787,0.6330756,0.0002302406,0.00005863471,0.00218511,0.2739828,0.00002805595,0.00001023626,0.0007630212,0.08894254,0.000238503],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976519,0.002753821,0.0000542942,0.005207879,0.003732645,0.0001146265,0.00002729293,0.000004678413,0.01158578],"genre_scores_gemma":[0.9934061,0.000008474826,0.0002343964,0.00263831,0.001192684,0.00001058511,0.00005721637,0.00001964656,0.002432567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6051301,"threshold_uncertainty_score":0.9987765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304746070805045,"score_gpt":0.3287281947460296,"score_spread":0.2856807340379792,"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."}}