{"id":"W2767326654","doi":"10.3968/9849","title":"Evaluating 7th Grade English Textbook Based on Ellis Evaluation Frameworka","year":2017,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Value (mathematics); Outcome (game theory); Process (computing); Product (mathematics); Psychology; Focus (optics); Focus on form; Computer science; Linguistics; Grammar; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007034592,0.0001258717,0.0001459556,0.00002873995,0.0006384833,0.0001937706,0.0001546293,0.00006749699,0.00008438903],"category_scores_gemma":[0.002166194,0.00005210444,0.00003062005,0.000171985,0.0001411514,0.0001725866,0.0000849539,0.000187354,0.000004429632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004064937,"about_ca_system_score_gemma":0.000008803439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567286,"about_ca_topic_score_gemma":0.0001185399,"domain_scores_codex":[0.9990649,0.00008380852,0.0001424762,0.0002640038,0.0002903432,0.0001545231],"domain_scores_gemma":[0.9990498,0.0003752885,0.0001063028,0.0001167014,0.0003304007,0.00002146945],"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":[0.0002249307,0.0009345401,0.1060328,0.0002363576,0.0003450183,0.00006600899,0.202602,0.0003348443,0.009906481,0.02152196,0.03791603,0.619879],"study_design_scores_gemma":[0.001721497,0.0008787286,0.8809848,0.002145808,0.0001337165,0.000003243192,0.0717681,0.002646202,0.0007320764,0.009266633,0.02872573,0.0009935051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803557,0.005900446,3.253236e-7,0.002079635,0.0006177248,0.0002803157,0.00004665227,0.00002517185,0.01069405],"genre_scores_gemma":[0.9973977,0.0001131081,0.0004398756,0.0007024413,0.0007108424,0.00007403941,0.00007217899,9.270055e-7,0.0004889219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774952,"threshold_uncertainty_score":0.4910761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271971601212731,"score_gpt":0.4240704371074995,"score_spread":0.2968732769862264,"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."}}