{"id":"W4283726468","doi":"10.1101/2022.06.27.497722","title":"Global worming: massive invasion of North America by earthworms revealed","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emmanuel Bible College; Saint John Regional Hospital; University of New Brunswick","funders":"Canadian Food Inspection Agency; U.S. Department of Agriculture","keywords":"Biota; Ecosystem; Ecology; Alien species; Invasive species; Ecosystem engineer; Introduced species; Geography; Biology; Soil biology; Soil water","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002736057,0.0004431185,0.0006758195,0.00003389059,0.0003132823,0.00006554279,0.0008524779,0.0003406834,0.001412007],"category_scores_gemma":[0.0001078524,0.0002372187,0.0002220011,0.0008993672,0.0001788146,0.0001220764,0.001009344,0.0005422405,0.00006711941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483474,"about_ca_system_score_gemma":0.0001514924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004078968,"about_ca_topic_score_gemma":0.0002046579,"domain_scores_codex":[0.9973728,0.0002219487,0.0005843757,0.0008782178,0.0003460188,0.0005966387],"domain_scores_gemma":[0.9984315,0.00009333729,0.0007081791,0.0003270259,0.0002093789,0.0002305962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150271,0.0007826981,0.6341695,0.0002590196,0.0003111878,0.0001141629,0.000017486,0.0002545071,0.3467167,0.0002076284,0.01655664,0.0003953732],"study_design_scores_gemma":[0.0003186726,0.0004551347,0.8566993,0.00009082827,0.00009103438,2.479354e-8,0.00002454531,0.0001371307,0.01549427,0.0000060828,0.1256613,0.001021574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961579,0.0003828724,0.00001774249,0.0004169703,0.0007014293,0.0005934902,0.001522815,0.0001560485,0.00005077633],"genre_scores_gemma":[0.9983974,0.0002732886,0.0003948816,0.0004892591,0.0002297145,0.0001842534,0.0000105906,0.000005400606,0.00001521881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3312225,"threshold_uncertainty_score":0.9995008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423320056975685,"score_gpt":0.1896824215215405,"score_spread":0.1754492209517836,"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."}}