{"id":"W3198079357","doi":"10.5267/j.ijdns.2021.7.011","title":"Corporate foresight organizational learning and performance: The moderating role of digital transformation and mediating role of innovativeness in SMEs","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Structural equation modeling; Business; Sample (material); Organizational performance; Knowledge management; Organizational learning; Digital transformation; Marketing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007407184,0.00005712752,0.0001074114,0.0001035275,0.000131561,0.0001783715,0.0005301295,0.00001660645,0.000002023707],"category_scores_gemma":[0.000162117,0.00004189809,0.000005993826,0.0007062459,0.0001786319,0.003031695,0.000387329,0.0001069909,7.341978e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001117092,"about_ca_system_score_gemma":0.0002414849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002005109,"about_ca_topic_score_gemma":0.000002513178,"domain_scores_codex":[0.9989496,0.00002257494,0.0003696075,0.0001265913,0.0004423988,0.00008925315],"domain_scores_gemma":[0.9986612,0.0001270537,0.0003919982,0.00007153671,0.0007199289,0.00002834858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002405995,0.0000280598,0.8946971,0.00001946599,0.00002055262,0.000002100159,0.003152455,0.006303555,0.008494267,0.02086453,0.00000291611,0.06639088],"study_design_scores_gemma":[0.0003760166,0.0000746671,0.1604365,0.0001590615,0.000004851574,0.0001896573,0.0006563232,0.8121428,0.01376444,0.01202856,0.00007880821,0.00008825614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818826,0.00057165,0.01697015,0.0003676912,0.00007748904,0.00002664493,0.00001004004,0.000002467177,0.000091281],"genre_scores_gemma":[0.994921,0.0004743621,0.004494269,0.00002192038,0.0000688584,2.492623e-7,0.00001428654,0.000002406262,0.000002666985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058393,"threshold_uncertainty_score":0.2197905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617367127069495,"score_gpt":0.2449395657415391,"score_spread":0.2287658944708442,"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."}}