{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003124784,0.0006475414,0.0005326091,0.003968851,0.0003133531,0.000464266,0.0008660733,0.0005631227,0.0007007476],"category_scores_gemma":[0.00003937027,0.0006697917,0.00007114699,0.002731029,0.0005045583,0.0006634471,0.00205016,0.0005816457,0.001038108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338273,"about_ca_system_score_gemma":0.00002455672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004705747,"about_ca_topic_score_gemma":0.0000267061,"domain_scores_codex":[0.997001,0.000006028876,0.0007970426,0.001171399,0.0005047924,0.000519737],"domain_scores_gemma":[0.9980503,0.00001513426,0.0004925652,0.001139956,0.0002911554,0.00001084756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003864887,0.00006353521,0.000009092591,0.0009576372,0.0001510547,0.0001928051,0.00000288805,0.000007908128,0.000002623279,0.6709708,0.02412571,0.3034773],"study_design_scores_gemma":[0.00003781379,0.00002436612,0.00002403679,0.0004901164,0.0001550284,0.000007312407,0.0002927811,0.00003132752,0.0001510032,0.3668469,0.6314675,0.0004717996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002108632,0.0005874197,0.005750231,0.006543471,0.001572716,0.0011735,0.00002099614,0.0008858445,0.983255],"genre_scores_gemma":[0.006230317,0.003276591,0.003494913,0.00424148,0.001389528,0.0004227095,0.001470771,0.0002128854,0.9792608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6073418,"threshold_uncertainty_score":0.9997397,"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."}}