{"id":"W4300555445","doi":"10.29173/mruer165","title":"Editorial","year":2014,"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":"Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001611563,0.0005646085,0.0009076897,0.0001391774,0.0005020554,0.0009708935,0.0008216234,0.0006741002,0.001630766],"category_scores_gemma":[0.00321087,0.0004985237,0.0003323068,0.00007256969,0.0001633608,0.0002672345,0.00009948774,0.002130433,0.001468896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322611,"about_ca_system_score_gemma":0.001938023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709015,"about_ca_topic_score_gemma":0.0001882707,"domain_scores_codex":[0.9961284,0.0003424845,0.0009550856,0.0006873408,0.001414072,0.000472582],"domain_scores_gemma":[0.9962509,0.000772935,0.0008392488,0.000627107,0.001301471,0.0002083518],"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":[0.00000263639,0.00005917247,2.974456e-7,0.004583498,0.00003291325,1.499531e-7,0.0002343769,4.086928e-7,3.491283e-8,0.0319647,0.9572757,0.005846109],"study_design_scores_gemma":[0.0001172258,0.0000340387,1.076754e-7,0.009102757,0.0002859235,3.750889e-7,0.00007847329,0.000002627706,7.176398e-8,0.003548824,0.9862626,0.000566972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[2.907165e-7,0.05274867,0.00001051319,0.007372408,0.842837,0.000417308,0.00009768099,0.0001986475,0.09631748],"genre_scores_gemma":[0.00001003015,0.02781025,0.00003123856,0.001617323,0.8533384,0.0002072322,0.002818817,0.00009572657,0.114071],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0289869,"threshold_uncertainty_score":0.9997466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122420604485466,"score_gpt":0.2670909671299412,"score_spread":0.2558667610850865,"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."}}