{"id":"W4407264732","doi":"","title":"Review Essay: What Might a Materialist Approach to Art Look Like?","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Materialism; Epistemology; Cognitive science; Aesthetics; Art history; Environmental ethics; Art; Philosophy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001305729,0.0003827826,0.001103313,0.0005635384,0.0002120404,0.002916918,0.00328103,0.00009652806,0.05417788],"category_scores_gemma":[0.0002313473,0.0003131036,0.0003482017,0.001501394,0.0001339098,0.003433886,0.0009754336,0.0002957396,0.002344119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009521461,"about_ca_system_score_gemma":0.0001202382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008300894,"about_ca_topic_score_gemma":0.000004577365,"domain_scores_codex":[0.9962711,0.0005701568,0.0009560063,0.0008480115,0.0008875299,0.0004672331],"domain_scores_gemma":[0.9977174,0.00006532707,0.0006622117,0.0009564799,0.0001678336,0.0004307799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287263,0.0006261459,0.005836211,0.0008442453,0.00004131611,0.00002912016,0.0003065279,0.00006120592,0.598843,0.0001983964,0.3792103,0.01387484],"study_design_scores_gemma":[0.0008466912,0.00002976515,0.01597576,0.007366432,0.0003316383,0.0001620352,0.0002282549,0.0001975026,0.03323719,0.001090808,0.9391695,0.001364378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7564009,0.09258947,0.00135026,0.005924081,0.003933109,0.004373788,0.0001228899,0.0002689532,0.1350365],"genre_scores_gemma":[0.5569376,0.3507927,0.0006064408,0.05330775,0.0003276792,0.0002182222,0.00004202745,0.0001745138,0.03759309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5656058,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2475213464114775,"score_gpt":0.5261679362321373,"score_spread":0.2786465898206598,"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."}}