{"id":"W2343876394","doi":"10.3138/topia.34.13","title":"What the Poet Does for Us","year":2016,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetics; Witness; Poetry; Citizenship; Politics; Literature; Work (physics); Aesthetics; Sociology; History; Law; Art; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.000183696,0.00009156462,0.0002050976,0.00004191789,0.0006403722,0.0002914922,0.0001782594,0.00001526757,0.0005327224],"category_scores_gemma":[0.0001779283,0.00002892946,0.0001841012,0.00001706001,0.0003635117,0.0005742038,0.000007973525,0.00005241236,0.000009661832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005913726,"about_ca_system_score_gemma":0.00006248278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326544,"about_ca_topic_score_gemma":0.2509819,"domain_scores_codex":[0.999364,0.00002719746,0.000236203,0.00006154539,0.00009674276,0.0002143292],"domain_scores_gemma":[0.999041,0.0001535366,0.0001099979,0.00007068479,0.0005072776,0.0001174756],"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":[0.00003158839,0.00001396376,0.0008999332,0.00003812465,0.001487709,0.00004516492,0.1268138,0.000002703587,0.0001122708,0.642278,0.202925,0.02535179],"study_design_scores_gemma":[0.0001921248,0.00006493431,0.0003409872,0.0001115059,0.0001038545,0.00001105092,0.07058886,3.345975e-7,0.0000901909,0.007982159,0.9204331,0.0000809148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8214715,0.02403829,0.00001155834,0.1407216,0.007410297,0.0001697359,0.00008277012,0.000009572228,0.00608465],"genre_scores_gemma":[0.968556,0.001004051,0.000009020529,0.0007842156,0.001699946,0.000004698938,4.146885e-7,0.000004478673,0.02793713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7175081,"threshold_uncertainty_score":0.7626857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342258317492107,"score_gpt":0.2848883360960304,"score_spread":0.2214657529211093,"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."}}