{"id":"W7132923481","doi":"","title":"Exploring Perspective-taking in Peer Assessment","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of Adult Education","funders":"","keywords":"Peer assessment; Rubric; Peer feedback; Operationalization; Judgement; Peer group; Peer evaluation; Peer review","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":[0.03097652,0.000971428,0.0006758039,0.002432479,0.004184346,0.009609203,0.001950319,0.001460102,0.002155758],"category_scores_gemma":[0.05727521,0.0005933597,0.00101974,0.001620233,0.00970021,0.006468627,0.008954819,0.003234064,0.0002693631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003518336,"about_ca_system_score_gemma":0.003160724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669727,"about_ca_topic_score_gemma":0.002320225,"domain_scores_codex":[0.9362625,0.05283521,0.0009037352,0.001925621,0.006468073,0.001604805],"domain_scores_gemma":[0.9273435,0.05698635,0.004812155,0.002856891,0.005455097,0.002546058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009618626,0.0002415428,0.008916139,0.0003501821,0.00007129173,0.001108026,0.9299189,0.000381287,0.004345022,0.01531391,0.0003702168,0.03888731],"study_design_scores_gemma":[0.00009341959,0.000897482,0.02687292,0.0008575132,0.0001303147,0.001957285,0.8761376,0.003646533,0.007151555,0.04035009,0.04172148,0.0001838524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914711,0.001316518,0.05347878,0.003001098,0.0001594221,0.0004727875,0.00004088401,0.00006407475,0.04999531],"genre_scores_gemma":[0.9894956,0.0004906198,0.008073203,0.0001534438,0.00002961538,0.0001421646,0.00002047118,0.00001959176,0.001575426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03097652,"threshold_uncertainty_score":0.1638215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2197275793622576,"score_gpt":0.5054941032321677,"score_spread":0.2857665238699101,"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."}}