{"id":"W3189550868","doi":"10.1142/q0334","title":"Artificial Intelligence and Innovation Management","year":2021,"lang":"en","type":"book","venue":"Series on technology Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Knowledge management; Business; Computer 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":[0.0007905535,0.001240369,0.001024224,0.002213421,0.0008745505,0.004880053,0.000621575,0.00177056,0.01763623],"category_scores_gemma":[0.001686286,0.0003770636,0.0002527363,0.003833263,0.003230024,0.00651751,0.001435584,0.002620477,0.008088197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576499,"about_ca_system_score_gemma":0.002123222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251978,"about_ca_topic_score_gemma":0.005370092,"domain_scores_codex":[0.9992349,0.0001443902,0.00002729235,0.00007439192,0.000472631,0.00004637894],"domain_scores_gemma":[0.9993122,0.0003908131,0.00004911845,0.00007100362,0.0001149289,0.00006204088],"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":[0.00001388834,0.00005619228,0.0001250536,0.000275333,0.00001632387,0.00004452974,0.0003235015,0.0009830135,0.000241048,0.5203255,0.2745734,0.2030222],"study_design_scores_gemma":[0.000006476103,0.00001875501,0.0003922659,0.0002869992,0.000007487871,0.0000969539,0.0001388058,0.001022121,0.000157059,0.3527952,0.6450694,0.000008510624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001081566,0.1406754,0.0131681,0.009025748,0.003697779,0.0000682871,0.0001459122,0.0001516466,0.8319856],"genre_scores_gemma":[0.03781595,0.1009436,0.009766773,0.003607876,0.00470223,0.0002245879,0.0003161801,0.0002004289,0.8424225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01763623,"threshold_uncertainty_score":0.05899912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05744286168498727,"score_gpt":0.2706082703540841,"score_spread":0.2131654086690969,"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."}}