{"id":"W4407761937","doi":"10.1016/j.jbusres.2025.115256","title":"Trajectory integration and the impact of inventions","year":2025,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"Copenhagen Business School; Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse","keywords":"Trajectory; Business; Economic geography; Industrial organization; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.002962977,0.00006168478,0.0001688684,0.00123976,0.0001617414,0.0001860954,0.0002089471,0.00002894711,0.00007124204],"category_scores_gemma":[0.000847579,0.00003410843,0.00008815437,0.002468074,0.0002339465,0.0004157948,0.0001292897,0.0002408556,0.000007350887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000478935,"about_ca_system_score_gemma":0.0001124721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112678,"about_ca_topic_score_gemma":0.00003613795,"domain_scores_codex":[0.9990722,0.00005171525,0.0003767587,0.00006243493,0.0003171521,0.0001197648],"domain_scores_gemma":[0.9963633,0.0001133989,0.0002285439,0.0001140338,0.00317584,0.000004860797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006311405,0.0002403971,0.00800435,0.0003397704,0.0001829522,0.000004865703,0.0001402627,0.000087223,0.00150226,0.9320258,0.02910063,0.02774039],"study_design_scores_gemma":[0.009893598,0.00008153707,0.7567791,0.001334946,0.0001797954,0.00001181473,0.005423188,0.01544617,0.0002883635,0.1775195,0.0327814,0.0002605127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4878911,0.0009964115,0.005713001,0.01125613,0.0007819564,0.0005996611,0.000001042751,0.00001564687,0.4927451],"genre_scores_gemma":[0.998585,0.00006101915,0.00004412764,0.00009030345,0.0002951753,0.000004083654,0.000001467677,0.000004620244,0.0009142458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7545062,"threshold_uncertainty_score":0.1794522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320588534552813,"score_gpt":0.3811957182091395,"score_spread":0.3079898328636114,"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."}}