{"id":"W4417288398","doi":"10.1017/9781009356848.010","title":"Eighth Collection","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Poetry; Genius; German; Relation (database); Value (mathematics); Expression (computer science)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007619591,0.0008474107,0.0007871013,0.00457851,0.00319915,0.006070253,0.001238073,0.001095197,0.4662536],"category_scores_gemma":[0.002564298,0.0004177757,0.0005363853,0.004188419,0.001282038,0.003052804,0.003170375,0.0021301,0.2341449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772844,"about_ca_system_score_gemma":0.00218279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007362207,"about_ca_topic_score_gemma":0.01354926,"domain_scores_codex":[0.9992294,0.0001092211,0.0000523915,0.000132089,0.00039565,0.00008119315],"domain_scores_gemma":[0.9987301,0.0001722073,0.00006186913,0.0002708364,0.0005700116,0.0001948482],"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":[0.00003602661,0.00002185958,0.0001646956,0.0001729154,0.000003508634,0.00005282847,0.0004873443,0.00003878683,0.0002416456,0.03055082,0.8788007,0.08942882],"study_design_scores_gemma":[9.701477e-7,0.000003037782,0.0001900255,0.00004767024,6.424454e-7,0.00002887031,0.00007485198,0.000004622471,0.00003194909,0.0008839267,0.9987317,0.000001714858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001017525,0.01030425,0.00126053,0.004219128,0.009883034,0.0001072171,0.005677717,0.0006094901,0.9669211],"genre_scores_gemma":[0.002884518,0.003186787,0.0006350534,0.0006355896,0.001369115,0.00005364253,0.002589806,0.0003855744,0.9882599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4662536,"threshold_uncertainty_score":0.7613244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447762185825122,"score_gpt":0.1748641757285458,"score_spread":0.1403865538702945,"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."}}