{"id":"W4250077174","doi":"10.3828/liverpool/9781949979954.001.0001","title":"The Beats","year":2021,"lang":"en","type":"book","venue":"Liverpool University Press eBooks","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beat (acoustics); The arts; Literature; Art; Art history; History; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009145668,0.0002641281,0.0003207988,0.00006239677,0.001383217,0.0003819198,0.0006331714,0.0001615461,0.0005478307],"category_scores_gemma":[0.000008077397,0.0002231991,0.0003878346,0.000004294502,0.0006052544,0.000087508,0.0003256433,0.0004541631,0.00004832389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299756,"about_ca_system_score_gemma":0.0001943947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000269909,"about_ca_topic_score_gemma":0.0006318818,"domain_scores_codex":[0.9988139,0.0001017022,0.0001582064,0.0003418494,0.0002927631,0.0002915614],"domain_scores_gemma":[0.9988199,0.0001928332,0.0001394936,0.0005323256,0.0002186941,0.0000967107],"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":[0.00001429858,0.00001011763,9.870417e-8,0.00002726078,0.0003248507,0.0001989729,0.002193214,5.368153e-7,7.60504e-7,0.8450218,0.1507713,0.001436734],"study_design_scores_gemma":[0.0001520509,0.00002213241,8.517919e-7,0.00009631928,0.0005092634,0.000002576653,0.001398288,0.00001626681,0.00001149416,0.001430415,0.9960788,0.0002815182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001577705,0.0008790766,0.000008880662,0.0000509351,0.0004668444,0.0001322208,0.0001798814,0.00007592083,0.9981905],"genre_scores_gemma":[0.0005230425,0.0002986453,0.000004840424,0.0001052321,0.0007301518,7.814238e-7,0.00007461699,0.00002408211,0.9982386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8453075,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287789267333867,"score_gpt":0.1781251751569318,"score_spread":0.1493462484235451,"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."}}