{"id":"W4416608117","doi":"10.1007/s10530-025-03711-4","title":"Towards a theory of microbially-mediated invasion encompassing parasitism and mutualism","year":2025,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Hebrew University of Jerusalem; Agence Nationale de la Recherche; Azrieli Foundation; Israel Science Foundation; United States - Israel Binational Science Foundation; Gordon and Betty Moore Foundation","keywords":"Mutualism (biology); Parasitism; Coevolution; Host specificity; Symbiosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0003988012,0.0001445521,0.000292659,0.00002481203,0.0002569033,0.00004830721,0.0002227495,0.0002267956,0.0003311689],"category_scores_gemma":[0.0003905788,0.00005093716,0.00009627388,0.0003168574,0.0003405682,0.0000669353,0.00018986,0.0001127107,0.00000838994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234934,"about_ca_system_score_gemma":0.00002123277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002474179,"about_ca_topic_score_gemma":0.0001139598,"domain_scores_codex":[0.9987996,0.0002611418,0.0003369108,0.0002949878,0.00007790178,0.0002294779],"domain_scores_gemma":[0.9989989,0.0006984514,0.0001036108,0.00005843315,0.0000669744,0.00007356615],"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":[0.00004020154,0.00008764234,0.00503098,0.000005684934,0.00001331413,0.000002137965,0.00004813766,8.70084e-8,0.95001,0.009702954,0.0001864383,0.03487245],"study_design_scores_gemma":[0.0002120871,0.0003476936,0.8862232,0.000177792,0.00001913883,0.000007245897,0.0003690794,0.000003339333,0.08757487,0.01732817,0.007514128,0.0002232456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966589,0.0004416437,0.0000068425,0.001081288,0.0001840057,0.0001743364,0.00007997651,0.00005611749,0.001316843],"genre_scores_gemma":[0.9982228,0.0003849711,0.0001832251,0.001010806,0.00006715627,0.00001264078,0.00007089389,4.903445e-7,0.00004700125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811922,"threshold_uncertainty_score":0.3626067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117943895465934,"score_gpt":0.2527671722143495,"score_spread":0.1409727826677561,"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."}}