{"id":"W3171999812","doi":"10.5958/2249-7137.2021.01017.x","title":"Flows and directions in fine art, artistic perception of works","year":2021,"lang":"en","type":"article","venue":"ACADEMICIA An International Multidisciplinary Research Journal","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Perception; Aesthetics; Fine art; Visual arts; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278147,0.0001557624,0.0001016729,0.001839908,0.001465601,0.005457665,0.0002447407,0.0004790853,0.005723014],"category_scores_gemma":[0.00354147,0.0001541157,0.0002207572,0.0008515595,0.002842566,0.00230937,0.0019446,0.0007824155,0.0002338908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077921,"about_ca_system_score_gemma":0.0005498525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572595,"about_ca_topic_score_gemma":0.003188882,"domain_scores_codex":[0.9991515,0.0002681193,0.00004019357,0.0001073449,0.0003281888,0.0001048276],"domain_scores_gemma":[0.9985018,0.0006480257,0.0003547276,0.00006985771,0.0002086348,0.0002170301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000457701,0.0003318808,0.2219068,0.0003362366,0.00006105719,0.000571913,0.5783029,0.0008770282,0.008277523,0.07953961,0.002444906,0.1068924],"study_design_scores_gemma":[0.00002609637,0.0001352007,0.4836494,0.0002815412,0.00002973177,0.0004777394,0.453798,0.001380866,0.0009749458,0.02850693,0.03066273,0.00007677038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027134,0.0004688419,0.001978163,0.0004452167,0.00004094538,0.00002306099,0.00004744573,0.00001590954,0.0942671],"genre_scores_gemma":[0.9971513,0.0001039998,0.0002499788,0.00002232552,0.000008932401,0.000006181843,0.00001262658,0.000004247888,0.002440569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005723014,"threshold_uncertainty_score":0.01914537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179648707962693,"score_gpt":0.4957839281476051,"score_spread":0.3778190573513359,"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."}}