{"id":"W2911361969","doi":"10.5642/jhummath.201901.22","title":"A Selection of Poems from Ode to Numbers","year":2019,"lang":"en","type":"article","venue":"Journal of Humanistic Mathematics","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Ode; Selection (genetic algorithm); Literature; Mathematics; Quarter (Canadian coin); Art; History; Computer science; Artificial intelligence; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001194377,0.0002323954,0.0008713134,0.0002297251,0.00006958016,0.00002928088,0.0004498679,0.0001121509,0.002700448],"category_scores_gemma":[0.001205083,0.0001972144,0.0002601376,0.0001806677,0.00005827765,0.0001282529,0.00005363727,0.0002839654,0.0002263693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315865,"about_ca_system_score_gemma":0.000100249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004568396,"about_ca_topic_score_gemma":0.00001063498,"domain_scores_codex":[0.9974849,0.0000826729,0.00138273,0.0001440758,0.0006801909,0.0002254655],"domain_scores_gemma":[0.9962491,0.001353128,0.001462754,0.0004003375,0.0003807144,0.0001539496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002010382,0.002043969,0.0002645609,0.002484052,0.0006457305,0.00003902294,0.02861616,0.0001021023,0.02723186,0.918804,0.01919451,0.0003729364],"study_design_scores_gemma":[0.0008286518,0.0006015084,0.00003898024,0.0009536686,0.0003511274,0.0001695421,0.001981364,0.0007162041,0.004755938,0.985472,0.003826048,0.0003049358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258188,0.00003536918,0.05212688,0.00006221286,0.0005906831,0.0003822329,0.00001841822,0.00003600878,0.02092941],"genre_scores_gemma":[0.7597797,0.000004550374,0.2370099,0.00005623847,0.0002086728,0.000002895941,0.00000114335,0.00006139016,0.002875503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.184883,"threshold_uncertainty_score":0.9982112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176213291453175,"score_gpt":0.3023707295408325,"score_spread":0.2606085966263008,"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."}}