{"id":"W4387195126","doi":"10.2139/ssrn.4587717","title":"Weaker Economies Experience Higher Relative Damage Costs Arising from Biological Invasions","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Carleton University","funders":"","keywords":"Economics; Natural resource 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001474061,0.0004166563,0.000820311,0.0004357733,0.0003410785,0.0002653528,0.0008683468,0.0009484114,0.0006608325],"category_scores_gemma":[0.0003415661,0.0004180716,0.0003078193,0.000242561,0.0002333883,0.0004036014,0.000745375,0.00558713,0.001425056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293558,"about_ca_system_score_gemma":0.0003639614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006888767,"about_ca_topic_score_gemma":0.0003204269,"domain_scores_codex":[0.9958066,0.00004887183,0.001378145,0.0009672527,0.00004444556,0.001754669],"domain_scores_gemma":[0.9976946,0.0002144381,0.001389559,0.0005481205,0.00005759598,0.00009574535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000014782,0.00004748398,0.05917196,0.000002562345,0.0002758271,0.000005995908,0.0001543901,0.00007469774,0.00002078478,0.9389657,0.0002415926,0.001024247],"study_design_scores_gemma":[0.0003475189,0.00009396594,0.04557402,0.00005249743,0.00001074657,0.000008176501,0.0007861611,0.000306966,0.00002630894,0.948483,0.003825188,0.0004854426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701182,0.003421831,0.01287727,0.003192073,0.001884622,0.00028157,0.0002196973,0.0002482018,0.007756548],"genre_scores_gemma":[0.987622,0.007396882,0.0006664451,0.0002407867,0.000510308,0.0000624955,0.0001402028,0.0000574294,0.003303485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750378,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503441453452551,"score_gpt":0.2682790323376773,"score_spread":0.1179348869924222,"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."}}