{"id":"W4388315692","doi":"10.5267/j.uscm.2023.8.018","title":"The influence of crisis management and management tools on firm performance: Evidence from manufacturing SMEs in Thailand","year":2023,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contingency theory; Business; Contingency; Affect (linguistics); Manufacturing sector; Crisis management; Marketing; Knowledge management; Management; Economics; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259728,0.000164146,0.0001743057,0.0009200743,0.0004944371,0.001272431,0.0001913381,0.0002117646,0.001434857],"category_scores_gemma":[0.006941839,0.0001122208,0.0001590459,0.001134283,0.0006357454,0.0006275196,0.0008360246,0.0004168152,0.0001393793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885221,"about_ca_system_score_gemma":0.0007680928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213879,"about_ca_topic_score_gemma":0.009601337,"domain_scores_codex":[0.9989135,0.0004675004,0.0001022641,0.00008672173,0.0002742571,0.000155675],"domain_scores_gemma":[0.9873284,0.005867707,0.004338123,0.0002349113,0.001056624,0.00117421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239586,0.0002188985,0.9811415,0.0001051493,0.00005995572,0.0004910978,0.005518038,0.0002401078,0.000374252,0.0001199502,0.0001112135,0.01149592],"study_design_scores_gemma":[0.000003372924,0.0001564531,0.9876788,0.0000461381,0.00002401543,0.0001362327,0.01121555,0.0002454589,0.0002025066,0.00004077809,0.0002429971,0.00000760251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999333,0.000077431,0.00002873328,0.0000430041,0.000001017865,0.000002489628,0.00002398545,5.137741e-7,0.0004897458],"genre_scores_gemma":[0.9998318,0.00007647179,0.00001655697,0.000006898022,0.000001551995,0.000001542364,0.00001834798,2.913016e-7,0.00004647999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213879,"threshold_uncertainty_score":0.01235539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202372488922984,"score_gpt":0.2387209670103941,"score_spread":0.2166972421211643,"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."}}