{"id":"W4393156965","doi":"10.1002/asi.24889","title":"<scp>Human‐centered</scp> explainable artificial intelligence: An Annual Review of Information Science and Technology (ARIST) paper","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Science and Technology","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Information science; Data science; Artificial intelligence; Library science","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":[0.005216772,0.0006142773,0.000959933,0.007416513,0.00083252,0.004919748,0.001020316,0.00319401,0.003752373],"category_scores_gemma":[0.007911175,0.0004791664,0.0006685306,0.01044207,0.005177619,0.00731311,0.0018934,0.003704151,0.001448546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004531621,"about_ca_system_score_gemma":0.005436763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004224192,"about_ca_topic_score_gemma":0.003664723,"domain_scores_codex":[0.9980446,0.0007110958,0.0001923302,0.0002019118,0.0007393986,0.0001104954],"domain_scores_gemma":[0.9878889,0.008124919,0.000757247,0.0005629403,0.002294485,0.0003715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003280557,0.00006212071,0.0007449393,0.007915176,0.0001295455,0.00009376236,0.0006015834,0.001492457,0.0004700794,0.2408367,0.1448286,0.6027921],"study_design_scores_gemma":[0.000005344737,0.0000318508,0.001516836,0.008454773,0.00005630331,0.0002539972,0.0002974139,0.0006289096,0.0002196176,0.05596505,0.9325351,0.00003483043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001342059,0.9849272,0.001373247,0.009157148,0.0008527447,0.000005860632,0.00001609681,0.00001682439,0.003516646],"genre_scores_gemma":[0.004386615,0.9897202,0.001251116,0.001433909,0.001948407,0.00001604024,0.00003741244,0.00001588734,0.001190472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007416513,"threshold_uncertainty_score":0.03287935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685657998031655,"score_gpt":0.2973435958846821,"score_spread":0.2804870159043655,"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."}}