{"id":"W2494203092","doi":"10.4018/978-1-59904-337-1.ch010","title":"Assessment and Evaluation","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accountability; Peer assessment; Product (mathematics); Psychology; Online assessment; Authentic assessment; Quantitative assessment; Power (physics); Pedagogy; Public relations; Engineering ethics; Engineering; Political science; Formative assessment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273623,0.000229459,0.0002534051,0.00005690393,0.0003313011,0.0001665997,0.0002019651,0.0003760825,0.0004082446],"category_scores_gemma":[0.0000142974,0.0002388948,0.00009660442,0.00001721077,0.0002317751,0.00005525743,0.00009337396,0.0001934491,0.00008143713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008018825,"about_ca_system_score_gemma":0.0006015768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427094,"about_ca_topic_score_gemma":0.00190767,"domain_scores_codex":[0.9976563,0.00004902718,0.000246651,0.0003522429,0.001392233,0.0003035848],"domain_scores_gemma":[0.9992205,0.0000564442,0.0001740663,0.0001832907,0.0002094209,0.0001562766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004655391,0.000005257928,0.0008755646,0.000004693395,0.00005032511,0.000006415482,0.0003262374,1.105214e-7,0.000001197849,0.9699985,0.001385538,0.02734149],"study_design_scores_gemma":[0.000701873,0.00008502097,0.01427492,0.0001268205,0.0003495067,0.000002456105,0.0007106439,0.00001818932,7.836474e-7,0.6818534,0.3012697,0.0006067334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006611,0.0003553432,0.00004052981,0.0001022883,0.0006862169,0.0006768317,0.00001537571,0.00007779468,0.9973845],"genre_scores_gemma":[0.5973492,0.00008481534,0.001156727,0.0005495792,0.001606029,0.00002869191,0.00001256586,0.00004033402,0.3991721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5982124,"threshold_uncertainty_score":0.9741848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740225412028311,"score_gpt":0.4119845652970274,"score_spread":0.3379620240941963,"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."}}