{"id":"W3110795587","doi":"10.1111/dsji.12225","title":"Op‐Ed Writing Assignment in Supply Chain Management Courses","year":2020,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Newspaper; Publication; Computer science; Function (biology); Mathematics education; Library science; Sociology; Operations research; Psychology; Media studies; Advertising; Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00732805,0.0007093739,0.0004649411,0.001164657,0.004463265,0.004286529,0.002493605,0.001105618,0.03398496],"category_scores_gemma":[0.02616467,0.0004171841,0.0004075794,0.001341952,0.001224805,0.001938111,0.005674453,0.001872958,0.00638267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003501856,"about_ca_system_score_gemma":0.006986397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352356,"about_ca_topic_score_gemma":0.004199551,"domain_scores_codex":[0.9937909,0.002321857,0.0004681658,0.0009159408,0.001417472,0.00108562],"domain_scores_gemma":[0.9671965,0.007741194,0.002591403,0.002860314,0.008074097,0.01153639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001444345,0.009205964,0.0235228,0.000658625,0.00001987845,0.001860845,0.02947314,0.003973909,0.01801491,0.008082507,0.08877068,0.8149724],"study_design_scores_gemma":[0.0006069597,0.007339826,0.06059955,0.0006792027,0.00005581742,0.001373279,0.05910632,0.01776741,0.04154424,0.01670246,0.7939069,0.0003180364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8201241,0.0001147693,0.03991775,0.003300411,0.002109648,0.003215788,0.0005161183,0.002114141,0.1285873],"genre_scores_gemma":[0.8323758,0.0001196853,0.06552438,0.0007980319,0.0003167157,0.002102052,0.000568883,0.0003245419,0.09786979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03398496,"threshold_uncertainty_score":0.113691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945984845084906,"score_gpt":0.4206082273318765,"score_spread":0.3711483788810275,"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."}}