{"id":"W2599956837","doi":"10.1177/0265532216684576","title":"Book Review: Focus on Assessment","year":2016,"lang":"en","type":"article","venue":"Language Testing","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Focus (optics); Psychology; Linguistics; Philosophy; Optics","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":[0.003876713,0.001377512,0.003261868,0.009181574,0.0006649477,0.005092741,0.001645132,0.003821289,0.03993967],"category_scores_gemma":[0.02635838,0.0005778097,0.0009574372,0.009497337,0.00129914,0.003339988,0.001978475,0.004545475,0.02234421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357178,"about_ca_system_score_gemma":0.005553626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340277,"about_ca_topic_score_gemma":0.01313583,"domain_scores_codex":[0.9963728,0.0009885344,0.0003695254,0.0003410172,0.001734142,0.0001940013],"domain_scores_gemma":[0.9743994,0.01169333,0.001830406,0.0004322694,0.009765799,0.001878752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002834032,0.00002387459,0.00007753744,0.00407239,0.00002307629,0.00004632918,0.00002436225,0.00005936294,0.0001063139,0.0006011791,0.8857649,0.1091724],"study_design_scores_gemma":[0.00003332142,0.00004624589,0.0006890746,0.006838445,0.00004847165,0.0003669503,0.00005243241,0.00003632399,0.00005743737,0.0006401936,0.9911747,0.0000163788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00021572,0.8654097,0.0005078069,0.03371602,0.08324899,0.0001088594,0.000244589,0.00007740498,0.01647094],"genre_scores_gemma":[0.002570784,0.7831941,0.0008439551,0.03548161,0.09683663,0.0002912339,0.0004376687,0.0001467668,0.08019734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03993967,"threshold_uncertainty_score":0.1336115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291998755143884,"score_gpt":0.3820371374063785,"score_spread":0.3491171498549397,"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."}}