{"id":"W4391032227","doi":"10.1007/s10843-024-00348-7","title":"The need for strategic redirection and business model change: The impact of evolving influential forces of change on international entrepreneurship environment","year":2023,"lang":"en","type":"article","venue":"Journal of International Entrepreneurship","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Entrepreneurship; Business; Business model; Industrial organization; Economic geography; Marketing; 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":[0.0009457735,0.0001673556,0.000196259,0.0005457763,0.0001318726,0.000195358,0.0005089774,0.00004847517,0.00006245051],"category_scores_gemma":[0.0003437435,0.0001042212,0.0001991136,0.0003593914,0.0000865816,0.0006053672,0.0001758479,0.0001332514,0.000006850902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008206608,"about_ca_system_score_gemma":0.00002458862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007252814,"about_ca_topic_score_gemma":0.00001404272,"domain_scores_codex":[0.9984027,0.00002510879,0.0006299842,0.0001728259,0.0005872303,0.0001821133],"domain_scores_gemma":[0.9976046,0.0002174049,0.001155686,0.0001666505,0.0008408156,0.00001484348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006988774,0.001513846,0.3391274,0.0006800535,0.003273197,0.00002933225,0.00380397,0.07125197,0.009002544,0.4479498,0.01421798,0.1021611],"study_design_scores_gemma":[0.004886475,0.0002986099,0.3844033,0.0006717261,0.0003107635,0.00002299495,0.002767855,0.5443084,0.00121285,0.05458743,0.006010615,0.0005190319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785852,0.000209392,0.0002666346,0.007987048,0.002852431,0.0006779782,0.00002825438,0.00003210755,0.009360948],"genre_scores_gemma":[0.997268,0.0003000008,0.00002822215,0.0001886248,0.001839397,0.00004412756,0.00003013677,0.00001860852,0.0002828464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730564,"threshold_uncertainty_score":0.4250018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09469169910448945,"score_gpt":0.3002650597959189,"score_spread":0.2055733606914295,"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."}}