{"id":"W2902454540","doi":"10.1108/itse-03-2018-0017","title":"The informational value of feedback choices for performance and revision in a digital assessment game","year":2018,"lang":"en","type":"article","venue":"Interactive Technology and Smart Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Originality; Value (mathematics); Peer feedback; Computer science; Instructional design; Empirical research; Psychology; Multimedia; Social psychology; Mathematics education; Creativity","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":[0.006322511,0.0006448975,0.0004482771,0.0009257804,0.0005081318,0.003303113,0.0006736109,0.0006122829,0.00234626],"category_scores_gemma":[0.09380451,0.0003749974,0.0004758028,0.0003410417,0.0008752772,0.001479562,0.001132466,0.0009524658,0.0002639576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008773888,"about_ca_system_score_gemma":0.0009735303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004610632,"about_ca_topic_score_gemma":0.0006887528,"domain_scores_codex":[0.9892074,0.006646019,0.0007327615,0.0006271219,0.002447951,0.0003387197],"domain_scores_gemma":[0.83043,0.1401624,0.01708194,0.004386903,0.004306153,0.003632671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01497664,0.008577623,0.4543066,0.001720449,0.0005572457,0.001030626,0.0148193,0.01095152,0.07815323,0.004254697,0.0009524063,0.4096996],"study_design_scores_gemma":[0.0007572192,0.01852172,0.867987,0.0006378609,0.0008573731,0.00117001,0.009346223,0.05040458,0.03789576,0.006305586,0.005671259,0.0004454158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951833,0.00006227287,0.002062736,0.0000726073,0.000008134381,0.00006248232,0.0000220673,0.00003916695,0.00248716],"genre_scores_gemma":[0.9964371,0.00002990642,0.003162271,0.00002660282,0.000007362973,0.00003838351,0.00002087367,0.00000803133,0.0002695328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006322511,"threshold_uncertainty_score":0.03343707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143031705806838,"score_gpt":0.394549515113875,"score_spread":0.3802463445331912,"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."}}