{"id":"W3000748644","doi":"10.3968/11466","title":"Problems of Improving Artistic Perception of Future Art Teachers","year":2019,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Aesthetics; Visual arts education; Visual arts; Psychology; Art methodology; Art; Social needs; Sociology; Contemporary art; The arts; Political science; Art history; Performance art","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":[0.01654718,0.0003035135,0.0002839139,0.0007586161,0.002322126,0.003083137,0.001333496,0.001179686,0.00475775],"category_scores_gemma":[0.05090195,0.0002326928,0.0003070149,0.0004524637,0.002916563,0.002336734,0.003580136,0.002398211,0.0006045117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377961,"about_ca_system_score_gemma":0.005432415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070263,"about_ca_topic_score_gemma":0.002115328,"domain_scores_codex":[0.9790233,0.01159485,0.0009892376,0.001196779,0.006063086,0.001132804],"domain_scores_gemma":[0.9645727,0.02160484,0.002187205,0.002356418,0.006933463,0.002345501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003985584,0.00123728,0.06113445,0.001208883,0.00003792584,0.0004414918,0.1319876,0.0008099488,0.006600835,0.03095447,0.01046882,0.7547197],"study_design_scores_gemma":[0.0001935829,0.001697664,0.2473816,0.002103764,0.0001445811,0.003057598,0.4434171,0.004058599,0.01608118,0.06237817,0.2192763,0.0002097889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847018,0.005248777,0.03927179,0.07251645,0.0008318021,0.0002341415,0.0000845739,0.0003679371,0.09674276],"genre_scores_gemma":[0.9884129,0.0008043563,0.004607112,0.001068712,0.00009141777,0.0001162538,0.00002626156,0.00003653477,0.004836519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654718,"threshold_uncertainty_score":0.08751094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025498861457874,"score_gpt":0.369093773446554,"score_spread":0.34359491198868,"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."}}