{"id":"W4398251646","doi":"10.1287/isre.2024.editorial.v35.n2","title":"Pathways for Design Research on Artificial Intelligence","year":2024,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Knowledge management; Data science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05381793,0.0008997781,0.001062326,0.00397134,0.004584989,0.02922016,0.002739944,0.01027174,0.01519297],"category_scores_gemma":[0.06854446,0.0009494436,0.001022551,0.003599482,0.02450694,0.03013659,0.00689939,0.01868078,0.003874191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009839315,"about_ca_system_score_gemma":0.01832206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361949,"about_ca_topic_score_gemma":0.001716837,"domain_scores_codex":[0.953291,0.02965624,0.00331279,0.002360483,0.01021426,0.001165278],"domain_scores_gemma":[0.8841276,0.08285501,0.002675022,0.01040473,0.01623284,0.003704755],"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":[0.00002248641,0.00001875357,0.0000539044,0.0003444871,0.00001112603,0.00003651245,0.001143665,0.0002188325,0.00008327295,0.9048061,0.06540955,0.02785121],"study_design_scores_gemma":[0.00002129835,0.0000153132,0.00002861415,0.0005747919,0.000006963804,0.00004178685,0.0007179166,0.00032036,0.000138125,0.4422305,0.5558904,0.00001385671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0009529845,0.05659409,0.05617977,0.7483684,0.03974367,0.0001275957,0.00009245751,0.0003081294,0.09763295],"genre_scores_gemma":[0.186496,0.1687843,0.226483,0.2170525,0.07249498,0.001652501,0.0003418027,0.002013243,0.1246817],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05381793,"threshold_uncertainty_score":0.2846198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.567496827579044,"score_gpt":0.5054282284539938,"score_spread":0.06206859912505014,"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."}}