{"id":"W2964989959","doi":"10.1111/jaac.12663","title":"LOPES, DOMINIC MCIVER. Being for Beauty: Aesthetic Agency and Value. Oxford University Press, 2018, 288 pp., $65.00 cloth.","year":2019,"lang":"en","type":"article","venue":"Journal of Aesthetics and Art Criticism","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; LOPES; Art history; Agency (philosophy); Art; Philosophy; Aesthetics; Physics; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004306138,0.0002042695,0.0003784302,0.00007879619,0.0003913967,0.0001962517,0.0001772681,0.00007421695,0.0001111774],"category_scores_gemma":[0.00001785752,0.0001661098,0.0001675446,0.00002109496,0.0003052471,0.0004013765,0.00006987042,0.0002232962,0.000009506436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323147,"about_ca_system_score_gemma":0.00004619132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005704394,"about_ca_topic_score_gemma":0.000007286885,"domain_scores_codex":[0.9988628,0.00006734004,0.000364243,0.0001944637,0.0002012991,0.0003098234],"domain_scores_gemma":[0.9991947,0.00008009616,0.0001996868,0.0001457613,0.000201496,0.0001782523],"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":[0.0001720394,0.0001638946,0.0001033357,0.0001341828,0.00005266726,0.00005263188,0.009682466,0.000006461446,0.0001795589,0.9658155,0.01754518,0.006092061],"study_design_scores_gemma":[0.001284482,0.001016876,0.00004067698,0.0001954445,0.0001372788,0.0001787594,0.002267585,0.0001206742,0.00008412063,0.03230286,0.9621342,0.0002370832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361356,0.007395242,0.000243611,0.003545145,0.001275434,0.0005010852,0.00006072787,0.00003292916,0.05081019],"genre_scores_gemma":[0.9633184,0.005190953,0.0005782793,0.0008564137,0.0005097322,0.00000129809,0.000005285358,0.00004387261,0.02949573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.944589,"threshold_uncertainty_score":0.677376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791540303814447,"score_gpt":0.2331359496841709,"score_spread":0.2152205466460264,"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."}}