{"id":"W4301377988","doi":"10.29173/mruer315","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"Mount Royal Undergraduate Education Review","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005374189,0.002114042,0.001590344,0.003920577,0.002864829,0.005761839,0.002334927,0.004135411,0.08042838],"category_scores_gemma":[0.037328,0.0006361066,0.00144216,0.001246948,0.001540129,0.003364962,0.001562549,0.007079579,0.06569267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109349,"about_ca_system_score_gemma":0.004829349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009523464,"about_ca_topic_score_gemma":0.002415035,"domain_scores_codex":[0.9930387,0.0008540781,0.0006548594,0.0008172614,0.00415786,0.0004772471],"domain_scores_gemma":[0.9582634,0.004469611,0.002027693,0.001339765,0.02851995,0.005379554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001425247,0.000005762899,0.00001621044,0.00006765007,0.000003294039,0.00004080629,0.000006158196,0.000007224256,0.00003096495,0.0001915386,0.9949145,0.004701543],"study_design_scores_gemma":[0.0000248093,0.00002330812,0.0001474366,0.0002486545,0.00001060737,0.0001671388,0.00002720752,0.00004945946,0.0001055338,0.0006739351,0.9985126,0.000009235764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005221233,0.002492127,0.0001750213,0.01796387,0.9726173,0.00004871438,0.0001226147,0.0001057933,0.006422402],"genre_scores_gemma":[0.001107848,0.005207887,0.0004087328,0.01996624,0.8723431,0.00006906476,0.0003262097,0.0001749695,0.100396],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08042838,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041701774609678,"score_gpt":0.2884581819968772,"score_spread":0.2680411642507804,"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."}}