{"id":"W4225140180","doi":"10.1007/s10530-022-02796-5","title":"Introduction pathways of economically costly invasive alien species","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Fondation BNP Paribas; Bundesministerium für Bildung und Forschung; AXA Research Fund; Akademie Věd České Republiky; Agence Nationale de la Recherche; Grantová Agentura České Republiky; Biodiversa+","keywords":"Biology; Invasive species; Alien; Alien species; Introduced species; Ecology; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003154755,0.0001230819,0.0002164823,0.00003914745,0.0003957884,0.000007398378,0.0003868286,0.00007345801,0.1186891],"category_scores_gemma":[0.0005126196,0.00009863645,0.0001066206,0.0001926191,0.0006191321,0.0000857366,0.001237896,0.0002312898,0.0004661019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706965,"about_ca_system_score_gemma":0.00002591313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005463499,"about_ca_topic_score_gemma":0.0001166778,"domain_scores_codex":[0.9987442,0.0002067085,0.0003061153,0.0003766998,0.0001253027,0.0002410101],"domain_scores_gemma":[0.9992312,0.0002745868,0.0001445269,0.0002599014,0.00001095638,0.00007886028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001199555,0.0006476674,0.3444712,0.000005272452,0.00004031707,0.00001651664,0.0003155098,0.001598655,0.3748348,0.05514736,0.2216441,0.001158583],"study_design_scores_gemma":[0.0002864669,0.0009552015,0.5815557,0.000001425925,0.00001128477,0.00002897522,0.0008482714,0.00002195505,0.01805399,0.007635375,0.3903587,0.0002426691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448827,0.00001725247,0.00001813262,0.002379648,0.0003707749,0.0002131397,0.00006500442,0.00004036144,0.05201297],"genre_scores_gemma":[0.996053,0.00009615446,0.0004492598,0.0007383822,0.0001742433,0.00007948517,0.00007608379,0.000005847867,0.002327569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567808,"threshold_uncertainty_score":0.8821165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144856048233723,"score_gpt":0.2108980837476881,"score_spread":0.09641247892431583,"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."}}