{"id":"W4378800411","doi":"10.1017/s0012217323000070","title":"The Perniciousness of Higher-Order Evidence on Aesthetic Appreciation","year":2023,"lang":"en","type":"article","venue":"Dialogue","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pleasure; Object (grammar); Sign (mathematics); Aesthetics; Order (exchange); Position (finance); Epistemology; Psychology; Philosophy; Economics; Mathematics; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.01581228,0.0004603364,0.0009367856,0.003215561,0.002287659,0.008740834,0.002213817,0.004051472,0.01054524],"category_scores_gemma":[0.05487961,0.000446707,0.0005945845,0.000963601,0.05280479,0.01817291,0.009452166,0.006429177,0.0009250595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982963,"about_ca_system_score_gemma":0.001136502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008491097,"about_ca_topic_score_gemma":0.0006772007,"domain_scores_codex":[0.9923441,0.003524844,0.0004691602,0.000981912,0.002348053,0.0003319223],"domain_scores_gemma":[0.9261684,0.05606072,0.002933909,0.009225328,0.004761708,0.00085004],"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":[0.00007584801,0.00002341658,0.0008532633,0.0002627478,0.00003165541,0.0003568847,0.00747168,0.0002997699,0.001209041,0.9738699,0.001450841,0.01409503],"study_design_scores_gemma":[0.00001124004,0.00002104938,0.0009482873,0.0002390658,0.00001247834,0.0002627733,0.001794507,0.0007527113,0.0009051887,0.9841999,0.01082864,0.00002422098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1963784,0.01221975,0.1997427,0.08884918,0.00162498,0.00007503547,0.0002023678,0.0003523442,0.5005554],"genre_scores_gemma":[0.9835834,0.001186162,0.009396859,0.001995236,0.0003071548,0.00003972997,0.00003383151,0.00006065485,0.003396899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01581228,"threshold_uncertainty_score":0.0836243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07854404439893865,"score_gpt":0.3251120799774258,"score_spread":0.2465680355784872,"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."}}