{"id":"W3036618963","doi":"10.24908/pceea.vi0.14196","title":"DESIGNING ERROR DETECTION PROMPTS AND PEER FEEDBACK FOR PHYSICS CLASSROOMS","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; John Abbott College; Vanier College; Dawson College","funders":"","keywords":"TUTOR; Class (philosophy); Task (project management); Peer feedback; Mathematics education; Computer science; Identification (biology); Process (computing); Identity (music); Psychology; Artificial intelligence; Engineering; Programming language; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03743498,0.001798199,0.001515028,0.001777072,0.001401669,0.002693298,0.002786773,0.002551792,0.003513635],"category_scores_gemma":[0.2249074,0.001006086,0.0004886059,0.0006593343,0.001244935,0.003677681,0.002214735,0.001697364,0.001094712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253382,"about_ca_system_score_gemma":0.003535174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004449149,"about_ca_topic_score_gemma":0.0005637532,"domain_scores_codex":[0.9641607,0.02564203,0.002335072,0.00321118,0.003629037,0.001022],"domain_scores_gemma":[0.7175394,0.2319455,0.01795645,0.01190333,0.01525713,0.005398206],"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":[0.008725272,0.01150509,0.02397866,0.005020034,0.0001511515,0.001111379,0.02606758,0.01082218,0.07134371,0.003516124,0.004051548,0.8337072],"study_design_scores_gemma":[0.01870152,0.1086654,0.1232545,0.005829365,0.001510558,0.004996366,0.03345016,0.2068891,0.3764913,0.02726147,0.0915833,0.001366876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6193304,0.0005281515,0.3556198,0.0009503863,0.0005451994,0.009589065,0.0001719953,0.00948679,0.003778188],"genre_scores_gemma":[0.6009426,0.0001818521,0.3923682,0.00024961,0.00009592909,0.004673646,0.0001123966,0.0002910115,0.00108482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743498,"threshold_uncertainty_score":0.1979775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03444855662129689,"score_gpt":0.2962018104432099,"score_spread":0.2617532538219131,"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."}}