{"id":"W2615610025","doi":"","title":"English language learners and literacy assessment","year":2007,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Literacy; Linguistics; Language assessment; English language; Psychology; Mathematics education; Computer science; Pedagogy; Philosophy","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":[0.007735011,0.0002901976,0.0008685456,0.006298408,0.00146837,0.002769947,0.0009403151,0.0007123096,0.004099261],"category_scores_gemma":[0.03695893,0.0001882891,0.0004508469,0.006204578,0.001495027,0.001284635,0.00147291,0.001109755,0.0003823841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275202,"about_ca_system_score_gemma":0.03726736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7261479,"about_ca_topic_score_gemma":0.8345232,"domain_scores_codex":[0.9933788,0.002534985,0.000579581,0.000263721,0.002706464,0.0005364318],"domain_scores_gemma":[0.9809467,0.006745278,0.001765698,0.0002512437,0.00855512,0.001736044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005823317,0.0007689131,0.4275924,0.00336057,0.0003202801,0.0005679405,0.009643057,0.0002457997,0.0002086709,0.006695811,0.04138415,0.5086301],"study_design_scores_gemma":[0.00009171807,0.0003700506,0.8850626,0.006978388,0.0005969533,0.0004644237,0.01298899,0.0002292304,0.0004519265,0.003504025,0.08916812,0.00009364343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.427193,0.4210658,0.0006123824,0.02356137,0.001122347,0.0002939605,0.003459172,0.00006935936,0.1226226],"genre_scores_gemma":[0.9242228,0.06050111,0.0006283778,0.001949286,0.0001899252,0.0001322812,0.0008620294,0.0000181322,0.01149607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7261479,"threshold_uncertainty_score":0.5509297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650110742751421,"score_gpt":0.3263389735857902,"score_spread":0.309837866158276,"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."}}