{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000893796,0.0003333566,0.0006913227,0.001132017,0.0004219245,0.001856467,0.0002825228,0.001170597,0.01218477],"category_scores_gemma":[0.006443283,0.0002450452,0.0004099661,0.0008405169,0.001022246,0.001922189,0.001516129,0.0009723656,0.0006252839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004961689,"about_ca_system_score_gemma":0.0002028337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005216579,"about_ca_topic_score_gemma":0.0005123866,"domain_scores_codex":[0.9995236,0.00007421342,0.0000368954,0.00008290546,0.0001398341,0.0001424595],"domain_scores_gemma":[0.9910576,0.003462546,0.003288072,0.000649513,0.0006376716,0.0009046433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002376551,0.0009803441,0.4962965,0.001649244,0.0009326788,0.003566347,0.002125639,0.1171725,0.1160956,0.1319176,0.004641038,0.122246],"study_design_scores_gemma":[0.00009271958,0.0007347275,0.8601756,0.00006472308,0.0002713368,0.001603063,0.003082845,0.01691864,0.009358503,0.1046281,0.002981585,0.00008813082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888552,0.0002065163,0.003580624,0.0002394893,0.00001591042,0.00001189547,0.0001295902,0.00002997455,0.006930795],"genre_scores_gemma":[0.9986697,0.00008752193,0.0003426153,0.00003710718,0.00001129222,0.000004507505,0.00005600191,0.000007511467,0.0007837144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218477,"threshold_uncertainty_score":0.04076213,"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."}}