{"id":"W2899408454","doi":"10.1007/978-3-319-99948-7_5","title":"Ebb and Flow: Breath-Writing from Ancient Rhetoric to Jack Kerouac and Allen Ginsberg","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave studies in literature, science and medicine","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Durham University; Wellcome Trust","keywords":"Rhetoric; Art; History; Art history; Literature; Philosophy; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001061609,0.0004504435,0.0008558601,0.000537447,0.0008180406,0.0002861918,0.0002158975,0.000110556,0.0001899764],"category_scores_gemma":[0.0003274953,0.000308923,0.00004396912,0.0001169381,0.004636896,0.0001446088,0.0003767515,0.0003436919,0.000007807102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007134322,"about_ca_system_score_gemma":0.00004008207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008600283,"about_ca_topic_score_gemma":0.0005805254,"domain_scores_codex":[0.9973925,0.00002187448,0.0005056832,0.0009402117,0.0006716158,0.0004680797],"domain_scores_gemma":[0.9984131,0.0002012719,0.000126721,0.0003059927,0.0006729338,0.0002799929],"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":[0.00004703851,0.00001793296,0.0001276455,0.0003381448,0.0002591962,0.0001680799,0.4475713,2.108189e-7,0.0001287759,0.5184469,0.01441152,0.01848326],"study_design_scores_gemma":[0.00124298,0.000965207,0.001219926,0.009861497,0.0004804812,0.00005215921,0.03859821,0.0001372708,0.00001529557,0.129678,0.8166346,0.001114382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03271453,0.330654,0.00001309121,0.003202768,0.002663453,0.0006784485,0.0003438602,0.00005891109,0.629671],"genre_scores_gemma":[0.8696164,0.04371786,0.0003671583,0.006136622,0.006843292,0.00004629384,0.00007564574,0.00005509919,0.07314166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8369018,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388775981000188,"score_gpt":0.3105708060289976,"score_spread":0.2566830462189957,"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."}}