{"id":"W4233522942","doi":"10.5325/chaucerrev.47.4.0439","title":"Seeing Red:","year":2013,"lang":"en","type":"article","venue":"The Chaucer Review","topic":"Libraries, Manuscripts, and Books","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Art; History; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001120421,0.0009114589,0.000370789,0.001004026,0.00444688,0.00677206,0.001340915,0.002343352,0.3284934],"category_scores_gemma":[0.003380816,0.0004254143,0.0007119095,0.0009138567,0.001716435,0.006419949,0.003706598,0.002593465,0.2033529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681276,"about_ca_system_score_gemma":0.001318503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005488069,"about_ca_topic_score_gemma":0.0109053,"domain_scores_codex":[0.9989157,0.0002667761,0.00004294189,0.0002673999,0.0003368586,0.0001702986],"domain_scores_gemma":[0.998926,0.0002244948,0.00005156757,0.0002322386,0.0003126593,0.0002529688],"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":[0.0001052259,0.00004264426,0.00041003,0.0001886559,0.000005479954,0.0002934844,0.005418558,0.00004899355,0.001309337,0.04247864,0.8283846,0.1213144],"study_design_scores_gemma":[0.000003239141,0.000006492511,0.0002372658,0.00004406163,0.000002266938,0.0001499537,0.0007347139,0.00003745201,0.0003975085,0.001885161,0.9964922,0.000009678962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003746245,0.001993688,0.01074602,0.008831351,0.006015438,0.00009949653,0.001577169,0.009342673,0.9576478],"genre_scores_gemma":[0.02457354,0.001282375,0.009840633,0.005261382,0.0008410299,0.0001060615,0.001504885,0.005213189,0.9513769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6715066,"threshold_uncertainty_score":0.9578227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.311989379054562,"score_gpt":0.2304795326635502,"score_spread":0.08150984639101186,"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."}}