{"id":"W7143735199","doi":"10.71465/ajainn245","title":"AI and Neural Networks in Modern Art: Generating Creative Content","year":2021,"lang":"","type":"article","venue":"American Journal of Artificial Intelligence and Neural Networks","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Generative grammar; Artificial neural network; Realm; Adversarial system; Applications of artificial intelligence; Deep learning","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":[0.000578884,0.0003144332,0.0001898776,0.0004763539,0.0004420396,0.001987116,0.0004435585,0.0007631744,0.003223897],"category_scores_gemma":[0.001461699,0.0001965881,0.0003012636,0.0004201987,0.002241913,0.00234786,0.001281151,0.0009254448,0.0004373561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926015,"about_ca_system_score_gemma":0.0002754214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005222418,"about_ca_topic_score_gemma":0.0006148428,"domain_scores_codex":[0.9997534,0.00009806453,0.000007254783,0.00003724094,0.00008399087,0.00002004021],"domain_scores_gemma":[0.9997389,0.0001588381,0.00002650949,0.0000342986,0.00002639265,0.00001512946],"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":[0.0001065766,0.00007148141,0.001634788,0.0003604769,0.00006704032,0.0002651509,0.001557109,0.1105316,0.01963509,0.5613521,0.005882043,0.2985366],"study_design_scores_gemma":[0.00002151906,0.00005357563,0.001781866,0.0001932262,0.00002103818,0.0003303502,0.0006409902,0.3301353,0.006832226,0.6298598,0.03007638,0.00005362558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1236429,0.01177241,0.6993786,0.007434791,0.0007897296,0.00008071175,0.00007946141,0.0005387574,0.1562827],"genre_scores_gemma":[0.8695157,0.005251589,0.1085914,0.0005666067,0.0002331469,0.00006556127,0.00005082797,0.0001077148,0.01561746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003223897,"threshold_uncertainty_score":0.01078498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675736843470109,"score_gpt":0.3120665149105714,"score_spread":0.2444928305635605,"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."}}