{"id":"W2899525700","doi":"10.22148/16.027","title":"Measuring Modernist Novelty","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novelty; Contradiction; Character (mathematics); Literature; Aesthetics; Philosophy; Art; Epistemology; Psychology; Social psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009356177,0.00039991,0.0006753023,0.006615891,0.002380111,0.006358173,0.001076505,0.001689562,0.007825516],"category_scores_gemma":[0.05730585,0.0002683528,0.0006462455,0.005687729,0.004545605,0.009287816,0.006265854,0.002134552,0.001129412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397605,"about_ca_system_score_gemma":0.0009960401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006625029,"about_ca_topic_score_gemma":0.0008499852,"domain_scores_codex":[0.9903081,0.002387086,0.0005580675,0.001686108,0.004655316,0.0004053039],"domain_scores_gemma":[0.9575064,0.02094869,0.007518621,0.00466439,0.006781524,0.002580396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005110343,0.0003444897,0.3304051,0.001268662,0.0007290695,0.0005417106,0.03524483,0.003483032,0.003285479,0.3875774,0.01383739,0.2227718],"study_design_scores_gemma":[0.0001143496,0.001025763,0.4486759,0.0005646218,0.0003214853,0.002202467,0.01570186,0.0102876,0.00507875,0.3182824,0.1974735,0.0002713549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6606336,0.005671645,0.03945643,0.006322958,0.000811565,0.0002725582,0.001918816,0.0002497664,0.2846626],"genre_scores_gemma":[0.9857291,0.0008941849,0.005855646,0.0004486377,0.0006404273,0.00013841,0.0006428017,0.000058912,0.005591905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009356177,"threshold_uncertainty_score":0.04948074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126205952331619,"score_gpt":0.2681152115589517,"score_spread":0.1419092592273327,"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."}}