{"id":"W7095391893","doi":"","title":"Student Assessment in Adult Basic Education: A Canadian Snapshot","year":2006,"lang":"en","type":"article","venue":"","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); Data collection; Documentation; Educational measurement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002051066,0.0005217094,0.0006188898,0.004564425,0.005951797,0.002794781,0.001579068,0.0006124474,0.002958522],"category_scores_gemma":[0.003011023,0.0005747733,0.0006446799,0.01504158,0.0006834786,0.001384968,0.002460549,0.001480196,0.0005793256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06066734,"about_ca_system_score_gemma":0.1237679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975554,"about_ca_topic_score_gemma":0.9991405,"domain_scores_codex":[0.9972425,0.0001690415,0.0001506021,0.0002095668,0.00133196,0.0008963902],"domain_scores_gemma":[0.9917411,0.0001783053,0.0004430446,0.0001340288,0.005919403,0.001584239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004175752,0.0003280752,0.8573487,0.0007008351,0.0001323581,0.0009955456,0.01567273,0.0003432434,0.001128228,0.001258473,0.02426444,0.09740966],"study_design_scores_gemma":[0.00001765777,0.0001096482,0.9629769,0.0002301762,0.00005348794,0.0002433838,0.01548765,0.0001895813,0.0002570854,0.00006994336,0.02029129,0.0000731777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991628,0.00788453,0.0007133181,0.006038492,0.0001141042,0.0005755853,0.05039532,0.0001305477,0.03498517],"genre_scores_gemma":[0.962113,0.0108736,0.002273809,0.001298065,0.00003894393,0.0001640201,0.01325569,0.00005029885,0.009932553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9393327,"threshold_uncertainty_score":0.4401744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007874678888220826,"score_gpt":0.3056835276009978,"score_spread":0.297808848712777,"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."}}