{"id":"W1558577420","doi":"","title":"Evaluation Methods: Learner Perceptions of Authentic Assessment Practices","year":2009,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; MacEwan University","funders":"","keywords":"Perception; Psychology; Computer science; Social psychology; Pedagogy; Mathematics education","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":[0.05146502,0.0005126897,0.0006350293,0.001671882,0.001490396,0.003610695,0.0009606882,0.0009785705,0.002866338],"category_scores_gemma":[0.1783021,0.0002701897,0.000658038,0.0009902781,0.001011235,0.002935544,0.003243207,0.001145069,0.000584331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654471,"about_ca_system_score_gemma":0.002832056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006163765,"about_ca_topic_score_gemma":0.0008963314,"domain_scores_codex":[0.9345374,0.04736152,0.004051275,0.00187765,0.01146117,0.0007110767],"domain_scores_gemma":[0.8142102,0.1291511,0.01581869,0.007625115,0.02899844,0.004196394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004068144,0.009621223,0.203774,0.0036758,0.0003396341,0.0002221223,0.1980691,0.001189672,0.01390493,0.007256136,0.006322715,0.5515565],"study_design_scores_gemma":[0.002202414,0.03304879,0.6031599,0.005259093,0.001409784,0.001638457,0.174367,0.02036251,0.0679348,0.01378832,0.07602041,0.0008085052],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490252,0.0004762303,0.03256477,0.0006484521,0.0001510389,0.002134392,0.0001440643,0.0001252334,0.01473069],"genre_scores_gemma":[0.9750546,0.0002296776,0.01858321,0.0001870954,0.00004138164,0.002725816,0.00011686,0.00004528529,0.003016115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05146502,"threshold_uncertainty_score":0.2721763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076007338686823,"score_gpt":0.489301490347308,"score_spread":0.3817007564786257,"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."}}