{"id":"W3022722485","doi":"10.14288/bctj.v5i1.341","title":"Moving Beyond Individual Peer Review Tasks: A Collaborative Written Corrective Feedback Framework","year":2019,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Corrective feedback; Computer science; Peer review; Psychology; Peer feedback; Human–computer interaction; Cognitive psychology; Mathematics education; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04500824,0.0007806256,0.001145574,0.00559715,0.001327324,0.004651186,0.003599341,0.002053661,0.000918324],"category_scores_gemma":[0.05198228,0.000491271,0.001261836,0.002893171,0.003590845,0.00315235,0.002971,0.002414067,0.0005788052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512794,"about_ca_system_score_gemma":0.01639227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003565351,"about_ca_topic_score_gemma":0.009613523,"domain_scores_codex":[0.932969,0.04750101,0.00399898,0.001804396,0.01316673,0.0005598427],"domain_scores_gemma":[0.9388769,0.03969231,0.005107969,0.003297629,0.01159631,0.00142884],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001013918,0.0001805629,0.001320455,0.01717186,0.0003107565,0.0002141095,0.005031337,0.001175722,0.001220014,0.02884336,0.005032417,0.939398],"study_design_scores_gemma":[0.0008017262,0.003131192,0.01635283,0.06094851,0.00227498,0.003683326,0.006220237,0.01043323,0.005419836,0.07978831,0.8105462,0.0003996688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01232106,0.6197206,0.2941753,0.01750828,0.002773128,0.005583426,0.000126298,0.0005969136,0.04719511],"genre_scores_gemma":[0.3058142,0.2004194,0.4784547,0.003438783,0.001527852,0.004903346,0.0001547148,0.00008006405,0.005206949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9549918,"threshold_uncertainty_score":0.2380292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3931873984351544,"score_gpt":0.6532007841889237,"score_spread":0.2600133857537693,"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."}}