{"id":"W4286685040","doi":"10.1038/s41396-022-01293-w","title":"Acquisition and evolution of enhanced mutualism—an underappreciated mechanism for invasive success?","year":2022,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; China Scholarship Council; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft; Université Laval; Deutscher Akademischer Austauschdienst; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation; MPG Ranch","keywords":"Biology; Mutualism (biology); Mechanism (biology); Evolutionary biology; Ecology; Computational biology; Epistemology","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":[0.0003548885,0.00005641954,0.00009256675,0.00001017245,0.0007322604,0.00003213155,0.0001730571,0.00002552456,0.0001161696],"category_scores_gemma":[0.00001514653,0.00001979425,0.00004045913,0.0001042231,0.0000317445,0.0001193454,0.00003434126,0.0001030698,3.998574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352293,"about_ca_system_score_gemma":0.00001492734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000493525,"about_ca_topic_score_gemma":0.0002068596,"domain_scores_codex":[0.999328,0.000148686,0.0001427743,0.0000900065,0.0001663985,0.0001241525],"domain_scores_gemma":[0.9995452,0.0001594242,0.0001683617,0.0000240471,0.00006283826,0.00004016891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000110352,0.0000377745,0.0001110428,0.000003414389,0.00001394375,0.000001301576,0.0002395344,0.00005108648,0.9914106,0.006289529,0.0001927807,0.001538705],"study_design_scores_gemma":[0.001826251,0.003465375,0.3290091,0.0001023682,0.0001400997,0.0008150551,0.0146345,0.001246198,0.2536972,0.3937139,0.0007743764,0.0005755104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997731,0.0001886344,0.0005826414,0.001028782,0.0001374393,0.0001296021,0.0001263315,0.000008917032,0.00006662596],"genre_scores_gemma":[0.9994396,0.00009309162,0.00004595285,0.0001422769,0.0001405846,0.00001166528,0.00002834413,5.412767e-7,0.0000979441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7377133,"threshold_uncertainty_score":0.5632029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562635494394702,"score_gpt":0.224927959888457,"score_spread":0.20930160494451,"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."}}