{"id":"W1585009607","doi":"10.5325/chaucerrev.48.3.0307","title":"Chaucer's Prudent Poetics:","year":2014,"lang":"en","type":"article","venue":"The Chaucer Review","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Prudence; Virtue; Poetics; Character (mathematics); Philosophy; Literature; Wife; Epistemology; History; Psychology; Poetry; Linguistics; Art; Theology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006306905,0.0001461864,0.0002768965,0.0000252112,0.0002864971,0.00007114989,0.0003129234,0.00002297882,0.007674652],"category_scores_gemma":[0.00004586658,0.00007976381,0.0001345486,0.00002493218,0.0001710748,0.00006764574,0.00004621358,0.0001788748,0.002014086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338949,"about_ca_system_score_gemma":0.00001463116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003030426,"about_ca_topic_score_gemma":0.00009553011,"domain_scores_codex":[0.9990401,0.0001339412,0.0002475879,0.000160699,0.0002240017,0.0001936584],"domain_scores_gemma":[0.9992378,0.00005433273,0.00009796467,0.0004714868,0.00007367828,0.00006468342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003507176,0.0000269351,0.000002030479,0.00150343,0.00002537174,0.000001359872,0.01119352,4.491918e-8,0.000007460027,0.6572819,0.3032532,0.02670124],"study_design_scores_gemma":[0.0000697069,0.00003776111,0.0000089901,0.001089433,0.0000788226,0.000004195637,0.00005406381,0.000003901052,0.000006059704,0.0012888,0.9972381,0.0001201523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002000952,0.3648711,0.00001259933,0.01287719,0.001457509,0.0004790481,0.00001018503,0.00008980593,0.6200025],"genre_scores_gemma":[0.2229286,0.1912403,0.00007379401,0.1840008,0.0181103,0.0004306904,0.0001315612,0.0001754557,0.3829084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6939849,"threshold_uncertainty_score":0.998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329763048143893,"score_gpt":0.2433620030066011,"score_spread":0.2100643725251622,"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."}}