{"id":"W1524578401","doi":"10.1002/9781118411360.wbcla071","title":"Consequences, Impact, and Washback","year":2013,"lang":"en","type":"other","venue":"","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phenomenon; Context (archaeology); Test (biology); Psychology; Set (abstract data type); Empirical research; Scale (ratio); Mathematics education; Pedagogy; Computer science; Epistemology","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":[0.02026324,0.0009751195,0.0007303882,0.003599703,0.003966403,0.007497786,0.001957545,0.002914033,0.01598442],"category_scores_gemma":[0.1026884,0.0004698098,0.0009284543,0.002107139,0.01609598,0.009707679,0.009424059,0.005243229,0.001051551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005235262,"about_ca_system_score_gemma":0.004440139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462463,"about_ca_topic_score_gemma":0.001871789,"domain_scores_codex":[0.9690842,0.01170931,0.001865778,0.002394368,0.01265835,0.002287862],"domain_scores_gemma":[0.9172742,0.05048302,0.008792039,0.009804441,0.01006014,0.00358617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000464758,0.00104307,0.1188921,0.00125984,0.0002139899,0.004912699,0.03504588,0.003356594,0.003159654,0.5076196,0.01345953,0.3105723],"study_design_scores_gemma":[0.0001282221,0.0008066545,0.1431278,0.002071258,0.0002126229,0.003795634,0.05448578,0.002716068,0.007481302,0.6532379,0.1316778,0.000258955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4156142,0.005059493,0.03615145,0.04629612,0.001304935,0.0006629924,0.0006285958,0.0006037559,0.4936784],"genre_scores_gemma":[0.9877666,0.0008184518,0.002264711,0.002453861,0.0001255887,0.0001812762,0.0000825043,0.00009096173,0.006215905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02026324,"threshold_uncertainty_score":0.1071635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617357714237785,"score_gpt":0.3635325425005921,"score_spread":0.3373589653582142,"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."}}