{"id":"W2792027373","doi":"10.5539/ijel.v8n3p345","title":"Investigating Saudi University EFL Teachers’ Assessment Literacy: Theory and Practice","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taif University","keywords":"Summative assessment; Memorization; Psychology; Context (archaeology); Mathematics education; Literacy; Formative assessment; Pedagogy; Medical education; Medicine","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":[0.02971123,0.0004168081,0.0004399736,0.003479719,0.001615008,0.003721138,0.001301459,0.0011985,0.002075412],"category_scores_gemma":[0.06007359,0.0004718627,0.0003397454,0.002212104,0.002783112,0.003088588,0.002372788,0.0008365996,0.0004221049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004626757,"about_ca_system_score_gemma":0.008666136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006967837,"about_ca_topic_score_gemma":0.009650372,"domain_scores_codex":[0.9872839,0.008066099,0.000966927,0.0008290632,0.002328318,0.0005256098],"domain_scores_gemma":[0.8841776,0.09142008,0.006292777,0.002549079,0.01372108,0.001839379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002835904,0.002722947,0.2422321,0.003986804,0.000148263,0.0006996108,0.3423003,0.001038364,0.002994269,0.01122248,0.001340461,0.3910308],"study_design_scores_gemma":[0.0002077015,0.002372061,0.2476655,0.01051931,0.000371587,0.001074331,0.6846274,0.009220173,0.007810558,0.00996761,0.02601746,0.0001463056],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771653,0.002908946,0.006309786,0.002091183,0.00003580761,0.0003895673,0.00003830278,0.0000219775,0.0110391],"genre_scores_gemma":[0.99198,0.001626111,0.005493281,0.0002363138,0.00001155199,0.000199323,0.0000194553,0.000004708642,0.0004292387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971123,"threshold_uncertainty_score":0.1571299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565987628460166,"score_gpt":0.3860961951589349,"score_spread":0.3604363188743333,"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."}}