{"id":"W7144136623","doi":"10.71465/ajainn469","title":"The Role of AI in Augmenting Human Creativity and Innovation","year":2022,"lang":"","type":"article","venue":"American Journal of Artificial Intelligence and Neural Networks","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Creativity; Process (computing); Human intelligence; Creativity technique; Field (mathematics)","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":[0.007012639,0.000367599,0.0002746746,0.00162851,0.002734283,0.005772546,0.0007143826,0.002219733,0.00408792],"category_scores_gemma":[0.01169623,0.0001845669,0.0003586925,0.001029328,0.01710077,0.005638496,0.004829619,0.001998019,0.0005506806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188372,"about_ca_system_score_gemma":0.003127451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000956617,"about_ca_topic_score_gemma":0.001038701,"domain_scores_codex":[0.9923577,0.005163136,0.0001825145,0.0003437066,0.001486093,0.0004669149],"domain_scores_gemma":[0.9862418,0.009469206,0.001416922,0.0009813679,0.0009842417,0.0009063395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002542729,0.00005197755,0.002500612,0.0001717779,0.00002751846,0.0001604261,0.002568061,0.001913118,0.000732981,0.9591917,0.001588885,0.03106752],"study_design_scores_gemma":[0.00001751454,0.00005057875,0.001919049,0.0002207096,0.00001228719,0.0002071459,0.001781868,0.002168064,0.0004936642,0.9426494,0.05046142,0.00001837683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09332196,0.01537715,0.05366225,0.06137188,0.0006453524,0.0001024944,0.00004636955,0.0000977669,0.7753748],"genre_scores_gemma":[0.9746212,0.005501518,0.01087998,0.002018213,0.00040853,0.00008903746,0.00001322858,0.00002505699,0.006443213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007012639,"threshold_uncertainty_score":0.03708678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311490430155302,"score_gpt":0.3714121891308925,"score_spread":0.3182972848293395,"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."}}