{"id":"W4392241599","doi":"10.18280/ijsdp.190225","title":"Typology of Key Mergers and Acquisitions Strategies in the Process of Becoming a Market Leader","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Mergers and acquisitions; Key (lock); Business; Process (computing); Process management; Industrial organization; Finance; Computer science; Geography","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":[0.0007297961,0.00006454765,0.0001027887,0.000544617,0.00004906017,0.0002117792,0.0001535991,0.00002297894,0.00009653393],"category_scores_gemma":[0.0001244049,0.0000480059,0.00001530015,0.0002416923,0.00004016879,0.00137593,0.00005707753,0.0000910969,4.566425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001336004,"about_ca_system_score_gemma":0.00007945684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858317,"about_ca_topic_score_gemma":0.000005043675,"domain_scores_codex":[0.9992971,0.00001117834,0.0003092674,0.00006661951,0.0002274001,0.00008841],"domain_scores_gemma":[0.9992508,0.0001540015,0.0002305966,0.00002044988,0.0003396313,0.000004511571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005875251,0.0002014453,0.1655251,0.003511779,0.0009558642,0.002151844,0.04757901,0.002817917,0.000214563,0.7588545,0.009599354,0.008001044],"study_design_scores_gemma":[0.0009967511,0.00003560754,0.1693915,0.001079897,0.0001372189,0.00007929611,0.7187685,0.003582579,0.0001714597,0.03855609,0.06691249,0.0002885829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823105,0.001209306,0.0005722576,0.002411863,0.0001697187,0.00007294823,5.050315e-7,0.000004925328,0.013248],"genre_scores_gemma":[0.9991207,0.00004350266,0.000312173,0.0001680242,0.0001542442,0.000001623095,0.00000497654,0.000004755916,0.0001900683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7202985,"threshold_uncertainty_score":0.2042191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660229976694316,"score_gpt":0.2806936799921103,"score_spread":0.2640913802251671,"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."}}