{"id":"W2906936939","doi":"10.1353/sty.2018.0051","title":"Readers for Style 2017–2018","year":2018,"lang":"en","type":"article","venue":"Style","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Scholarship; State (computer science); Irish; Columbia university; Sociology; History; Media studies; Art history; Library science; Archaeology; Law; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002018187,0.001362237,0.001570437,0.003033186,0.002672144,0.01551131,0.00263584,0.00296966,0.7641913],"category_scores_gemma":[0.0181857,0.0005562741,0.001109858,0.00225399,0.00109409,0.005859136,0.003959503,0.004563912,0.8161411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726192,"about_ca_system_score_gemma":0.002850061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695104,"about_ca_topic_score_gemma":0.002191718,"domain_scores_codex":[0.9976088,0.0002449404,0.00018269,0.000370798,0.001311801,0.0002808998],"domain_scores_gemma":[0.9874976,0.0009468468,0.0004893149,0.001080644,0.007490907,0.00249471],"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":[0.000005278765,0.000004538431,0.00001151473,0.00003373759,8.881381e-7,0.00001276231,0.00001264513,0.000006044288,0.00003498921,0.0003872102,0.9877935,0.01169687],"study_design_scores_gemma":[0.000002913922,0.000003050911,0.00004202197,0.00007278909,8.229808e-7,0.0000171449,0.00003157061,0.000009121691,0.00002805111,0.0002243294,0.9995645,0.000003613192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002507894,0.003833293,0.001245776,0.01809427,0.2422891,0.0003479554,0.002087589,0.002887539,0.7289636],"genre_scores_gemma":[0.000928874,0.002150446,0.0003925841,0.005186453,0.01928213,0.0001458715,0.001073148,0.001115095,0.9697254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7641913,"threshold_uncertainty_score":0.3363524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06150225903176539,"score_gpt":0.2818652850139061,"score_spread":0.2203630259821407,"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."}}