{"id":"W2947970691","doi":"10.24059/olj.v23i2.1531","title":"Scribe Hero: An Online Teaching and Learning Approach for the Development of Writing Skills in the Undergraduate Classroom","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Innovations in Education and Learning Technologies","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Guelph","funders":"University of Guelph","keywords":"Mathematics education; Class (philosophy); HERO; Thematic analysis; Tone (literature); Psychology; Computer science; Pedagogy; Qualitative research; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002161001,0.0005648922,0.0003787688,0.0009329249,0.0007949413,0.001705733,0.001189747,0.0005591266,0.008188886],"category_scores_gemma":[0.006871704,0.0002122706,0.0003820999,0.000394384,0.0007702252,0.001697385,0.002654483,0.001173269,0.00258559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495035,"about_ca_system_score_gemma":0.001681842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729422,"about_ca_topic_score_gemma":0.0008006209,"domain_scores_codex":[0.9983095,0.0008276306,0.00005452221,0.0002203402,0.0004668002,0.0001212868],"domain_scores_gemma":[0.994955,0.002578265,0.0004066871,0.0005629507,0.0003117828,0.001185242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000630423,0.008848667,0.007983789,0.0008145568,0.00002714459,0.0008142135,0.02225223,0.0006257628,0.04710139,0.00481988,0.01046784,0.8956141],"study_design_scores_gemma":[0.001548052,0.03403322,0.1094903,0.001540611,0.0002661134,0.01227612,0.04958152,0.01614491,0.1226174,0.01967973,0.6323953,0.0004267062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7688029,0.0006598606,0.1412114,0.001530038,0.0003751549,0.002411705,0.0002610176,0.004868966,0.07987893],"genre_scores_gemma":[0.6135648,0.001142814,0.3179449,0.000918553,0.0001935718,0.00198565,0.0003126556,0.0003863176,0.06355075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008188886,"threshold_uncertainty_score":0.02739453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223610661896546,"score_gpt":0.3126274779105107,"score_spread":0.2803913712915452,"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."}}