{"id":"W2985642627","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Ottawa University Gangwish Library Homepage: INFORMATION LITERACY & LIBRARY INSTRUCTION","year":2018,"lang":"en","type":"article","venue":"","topic":"American Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Information literacy; Library instruction; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00006730798,0.0002500836,0.0002235669,0.0003902667,0.0007830676,0.001417508,0.0004277274,0.0001256319,0.02203209],"category_scores_gemma":[0.0000061239,0.0002180668,0.0001652945,0.00030488,0.0004167493,0.02636435,0.0001495128,0.0004439851,0.0004057932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004726963,"about_ca_system_score_gemma":0.0001306562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003486529,"about_ca_topic_score_gemma":0.00002363429,"domain_scores_codex":[0.9988114,0.0001467397,0.0002948772,0.0002129129,0.0002267622,0.0003072551],"domain_scores_gemma":[0.9990052,0.00003194495,0.0002881822,0.000260307,0.000200534,0.0002138354],"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":[0.0001448351,0.00005266018,0.001062353,0.00003425058,0.00007640003,0.00006102015,0.06430282,3.513302e-7,0.000006549055,0.1426573,0.7632315,0.02837001],"study_design_scores_gemma":[0.0006108229,0.0001992722,0.001042066,0.0000514662,0.00003550955,0.0000505263,0.01227737,0.00002708192,0.00003861566,0.000974986,0.9843865,0.0003057999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1042293,0.0002025332,0.000120389,0.001594191,0.001147286,0.0001787037,0.0003126056,0.0006194012,0.8915956],"genre_scores_gemma":[0.4179384,0.0002113456,0.002582358,0.005270597,0.003681802,3.565138e-7,0.0008106944,0.00004456123,0.5694599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3221357,"threshold_uncertainty_score":0.9996191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003626757734686369,"score_gpt":0.1579900665984164,"score_spread":0.1543633088637301,"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."}}