{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004935713,0.0001588404,0.0004458162,0.0002540783,0.0021315,0.0002805854,0.0003390021,0.00006333149,0.0000297607],"category_scores_gemma":[0.0004515155,0.0001358138,0.00008956178,0.002156056,0.002445121,0.0004617339,0.0002099196,0.001500245,7.658843e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007139394,"about_ca_system_score_gemma":0.0001575677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229089,"about_ca_topic_score_gemma":0.001052945,"domain_scores_codex":[0.996622,0.0009820185,0.001218183,0.0001865716,0.0005659359,0.0004253113],"domain_scores_gemma":[0.9967238,0.001038642,0.001581359,0.00009950777,0.0004427232,0.0001139163],"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":[0.0002416315,0.000141347,0.01277373,0.000004153281,0.00004901638,0.00000944383,0.02092609,0.005354847,0.0008894259,0.1007191,0.00001624976,0.858875],"study_design_scores_gemma":[0.0001638444,0.007082565,0.007816047,0.0001922841,0.0001459078,0.00003575601,0.4855588,0.1281163,0.001434807,0.3663696,0.002435866,0.0006482922],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908146,0.001823251,0.0003745873,0.00613598,0.0003685452,0.0001466718,0.000002268006,0.000002851002,0.0003312615],"genre_scores_gemma":[0.9969985,0.002129831,0.00002011378,0.0004564739,0.0003626519,0.000002328278,5.163998e-7,0.00001044533,0.0000191209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8582267,"threshold_uncertainty_score":0.9991676,"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."}}