{"id":"W4365139394","doi":"10.2308/isys-2023-002","title":"<i>Journal of Information Systems</i> Workshop on Data Value Creation: Views from Industry and Academia","year":2023,"lang":"en","type":"article","venue":"Journal of Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Icon; Citation; Download; Computer science; World Wide Web; Information retrieval; Value (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":[0.00928553,0.0007664301,0.0007721309,0.004042925,0.001751186,0.01650606,0.001744841,0.00347442,0.154395],"category_scores_gemma":[0.02039733,0.0004789611,0.0006723451,0.008206215,0.00257879,0.01015978,0.004338143,0.004581071,0.06062954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687383,"about_ca_system_score_gemma":0.008154818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452411,"about_ca_topic_score_gemma":0.006275853,"domain_scores_codex":[0.9942967,0.001106379,0.0003780071,0.0004247455,0.00331499,0.0004790814],"domain_scores_gemma":[0.9776596,0.00757613,0.0009184261,0.00221235,0.007339264,0.004294307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008556112,0.000006498045,0.00008104957,0.0001670291,0.000003366521,0.00002207163,0.0002906624,0.00001546115,0.0001522023,0.005866457,0.9724039,0.02098274],"study_design_scores_gemma":[0.000002498857,0.000003691176,0.0002216188,0.0003187204,0.000002935865,0.00003213635,0.0007647497,0.00002686957,0.0001174406,0.002251735,0.9962496,0.000008048919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001462992,0.06397419,0.003422231,0.3728572,0.06332462,0.0001161491,0.003360305,0.0008829257,0.4905993],"genre_scores_gemma":[0.04401869,0.09778922,0.006767717,0.03676801,0.05094672,0.0002226736,0.004970991,0.002407107,0.7561089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.154395,"threshold_uncertainty_score":0.5165027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443486380130306,"score_gpt":0.2768846951711693,"score_spread":0.2325360571581387,"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."}}