{"id":"W7135617860","doi":"","title":"Concurrent shocks, real options and complex responses: investment and growth in UK SMEs facing Brexit and COVID-19","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Investment (military); Brexit; Government (linguistics); Order (exchange)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111436,0.0002044993,0.0003627149,0.000312443,0.0003980059,0.003928613,0.0004074026,0.002108349,0.007871429],"category_scores_gemma":[0.01131772,0.0001755771,0.0002839665,0.000770491,0.0008897159,0.001732157,0.002090899,0.002005389,0.0007089062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226701,"about_ca_system_score_gemma":0.0008557804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03650033,"about_ca_topic_score_gemma":0.03926032,"domain_scores_codex":[0.9995,0.0001408851,0.00004083828,0.00006337419,0.00007940691,0.0001754888],"domain_scores_gemma":[0.9947075,0.00285267,0.001091778,0.0001375658,0.0003547706,0.0008557304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004822495,0.0008767784,0.7558794,0.0004339012,0.0002189626,0.006556261,0.009931209,0.08462164,0.002817524,0.03616516,0.01577056,0.08190604],"study_design_scores_gemma":[0.0001173347,0.0005509683,0.8772554,0.0003126964,0.00005959129,0.000680318,0.02303336,0.06381825,0.0006441963,0.02687895,0.006526934,0.0001218697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911371,0.0004178832,0.000199017,0.005052921,0.00002650409,0.000006246621,0.0003748547,0.000007823952,0.002777676],"genre_scores_gemma":[0.9981664,0.0001561829,0.00003920071,0.00006826808,0.00000827106,0.000003603805,0.0001452955,0.000002628401,0.001409984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03650033,"threshold_uncertainty_score":0.07257575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08369135891098026,"score_gpt":0.3319666003603823,"score_spread":0.2482752414494021,"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."}}