{"id":"W634901110","doi":"10.1515/9781474470759","title":"Variations","year":2010,"lang":"en","type":"book","venue":"Edinburgh University Press eBooks","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Variation (astronomy); Transcendental number; Poetics; Poetry; Philosophy; Empiricism; Deleuze and Guattari; Art history; Humanism; Art; Literature; Epistemology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009910039,0.000254994,0.0003298826,0.0001919873,0.0006091802,0.0001753091,0.0004712332,0.0003024428,0.006017754],"category_scores_gemma":[0.00001049806,0.0002767393,0.0002876935,0.000004144836,0.0003858368,0.0001296994,0.0001647708,0.0007436763,0.00002631259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008562434,"about_ca_system_score_gemma":0.0001791138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002897794,"about_ca_topic_score_gemma":0.0003271281,"domain_scores_codex":[0.9989799,0.00002403139,0.00016286,0.0003254718,0.0002649574,0.0002427507],"domain_scores_gemma":[0.9990134,0.00008491561,0.0001490148,0.0004198985,0.000208086,0.0001246806],"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":[0.000005039933,0.00001249967,7.07704e-8,0.000007952888,0.0001151101,0.00003020102,0.001956519,3.391715e-7,0.000002837321,0.6568538,0.3406643,0.0003513623],"study_design_scores_gemma":[0.0001800292,0.00001899938,3.217851e-7,0.00004052366,0.0005092295,0.000001348961,0.0001950366,0.00003252868,0.000007979249,0.005582421,0.9931132,0.0003183841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006301494,0.00003811362,0.0000867327,0.00005260846,0.001369813,0.0001296173,0.0002876422,0.0001360091,0.9978932],"genre_scores_gemma":[0.0006511308,0.00001623192,0.00002768036,0.00008355681,0.002807027,8.435929e-7,0.0001160502,0.00002302117,0.9962745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6524489,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760520517447193,"score_gpt":0.1986655752805901,"score_spread":0.1710603701061182,"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."}}