{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001829355,0.0001209249,0.0002031422,0.0005737525,0.0002723154,0.00005061604,0.0002738324,0.0001353217,0.00279783],"category_scores_gemma":[0.002193404,0.0001141604,0.00003300935,0.0007546063,0.0005133365,0.0001927985,0.00002821747,0.0002976872,0.00002860303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191004,"about_ca_system_score_gemma":0.001270829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005650898,"about_ca_topic_score_gemma":0.0005336059,"domain_scores_codex":[0.9980692,0.0003903945,0.0002557319,0.000289605,0.0007594812,0.0002355949],"domain_scores_gemma":[0.9978554,0.0008752904,0.0003647735,0.0001873465,0.0006233765,0.00009381169],"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":[0.000004493371,0.0003415281,0.02488408,0.000003634718,0.0000281079,2.372725e-7,0.005077409,3.370637e-7,0.001264379,0.920421,0.0008401395,0.04713463],"study_design_scores_gemma":[0.0002537556,0.00009381124,0.1861039,0.0000389407,0.0001037742,7.226043e-7,0.004765763,0.0001543482,0.00008208858,0.8075532,0.0007206272,0.0001291516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08288179,0.000359342,0.0002523029,0.842821,0.001704128,0.0006261588,0.00000451301,0.0000941076,0.07125664],"genre_scores_gemma":[0.9878711,0.0003963918,0.00969573,0.0001231053,0.0003455005,0.0001060255,0.0000228784,0.000004884029,0.00143436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9049894,"threshold_uncertainty_score":0.9981138,"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."}}