{"id":"W4376135387","doi":"10.1038/s41893-023-01124-6","title":"Unevenly distributed biological invasion costs among origin and recipient regions","year":2023,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Carleton University","funders":"AXA Research Fund; Akademie Věd České Republiky; Agence Nationale de la Recherche; Grantová Agentura České Republiky; Leverhulme Trust; Biodiversa+","keywords":"Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004035377,0.0001400564,0.0001849384,0.00001245966,0.0003955852,0.0000388017,0.0001427831,0.0002930849,0.00002166812],"category_scores_gemma":[0.001038924,0.00004803911,0.00006686596,0.0007320859,0.000171737,0.0000716018,0.0002181645,0.0003575479,0.000006850164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781226,"about_ca_system_score_gemma":0.00001117383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252296,"about_ca_topic_score_gemma":0.001894759,"domain_scores_codex":[0.9988564,0.0001048893,0.0001453934,0.0003909877,0.0001491793,0.0003531316],"domain_scores_gemma":[0.9992419,0.000402165,0.00004621954,0.00003607059,0.0001659848,0.0001075911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009568177,0.00007705903,0.9664388,0.00001634069,0.00001208296,0.00004783491,0.00006117052,8.364262e-7,0.003322584,0.003154401,0.01118351,0.01558964],"study_design_scores_gemma":[0.00007348533,0.0001297661,0.9431405,0.00001013804,0.000004349612,0.000002716167,0.001009588,0.00001456584,0.00007813991,0.006928878,0.04848047,0.0001273991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912164,0.0002508847,7.51943e-7,0.007658107,0.0000592292,0.0002993373,0.0001449093,0.0002117551,0.0001586132],"genre_scores_gemma":[0.9991764,0.0001956919,0.000004409613,0.0000848885,0.0001088919,0.00002143046,0.0002064635,5.213348e-7,0.0002012339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03729695,"threshold_uncertainty_score":0.3042561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300045573308039,"score_gpt":0.2590696984864145,"score_spread":0.2260692427533341,"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."}}