{"id":"W2624546279","doi":"","title":"English Secondary School Certificate (SSC) Examination: A Test Review","year":2017,"lang":"en","type":"review","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Artificial Intelligence and Decision Support Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Certificate; Test (biology); School Certificate; Medical education; Mathematics education; Medicine; Psychology; Computer science","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":[0.00733965,0.0006978309,0.001847278,0.006962549,0.0004924728,0.001609887,0.001966252,0.001316888,0.002352378],"category_scores_gemma":[0.02698581,0.0005002159,0.0009355182,0.005639643,0.001086914,0.002031254,0.000928732,0.001162541,0.001386073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913473,"about_ca_system_score_gemma":0.0058148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006152735,"about_ca_topic_score_gemma":0.01045657,"domain_scores_codex":[0.994868,0.001344571,0.001330537,0.0004304998,0.001881037,0.0001452901],"domain_scores_gemma":[0.9737566,0.01155757,0.002636053,0.0004820731,0.01109427,0.000473381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001456327,0.0001147862,0.002235408,0.04503138,0.0001640479,0.0002551671,0.0002997773,0.000137259,0.0006905486,0.00124146,0.02504025,0.9246443],"study_design_scores_gemma":[0.0000585663,0.001164765,0.01750628,0.1039094,0.001168808,0.004027307,0.001354942,0.0002485589,0.002365399,0.001029298,0.8670643,0.0001023596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00121667,0.9933196,0.0004090409,0.001742849,0.0005028939,0.0001170148,0.0001567143,0.00002092456,0.002514303],"genre_scores_gemma":[0.01154907,0.985021,0.001019075,0.0008364305,0.0002644104,0.0001043563,0.0003022595,0.0000164731,0.0008869619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00733965,"threshold_uncertainty_score":0.03881627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3870136985098224,"score_gpt":0.4185585792583676,"score_spread":0.03154488074854522,"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."}}