{"id":"W4234979703","doi":"10.22215/etd/2009-08934","title":"Invasive exotic plants and their non-invasive relatives: the role of enemy-release from generalist and family-specialist herbivores, novel defense, taxonomic isolation and polyploidy in conferring invasion potential","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Allelopathy and phytotoxic interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Generalist and specialist species; Herbivore; Biology; Invasive species; Isolation (microbiology); Introduced species; Ecology; Habitat; Bioinformatics","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":[0.0001066159,0.0003131262,0.0003765119,0.0000459383,0.0003104456,0.0001043399,0.0001314197,0.0002807087,0.00003831577],"category_scores_gemma":[0.00005391544,0.000132286,0.00006836659,0.000095551,0.0001221513,0.0002180066,0.00004897526,0.0003031284,0.00000148729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410538,"about_ca_system_score_gemma":0.00004616124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008752106,"about_ca_topic_score_gemma":0.08878399,"domain_scores_codex":[0.9987142,0.00009839275,0.00042041,0.0004527228,0.0001191084,0.0001951611],"domain_scores_gemma":[0.9989428,0.0004979299,0.0003442364,0.00007094919,0.00006322213,0.00008086897],"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":[0.0004057797,0.0001017352,0.003676072,0.00002723437,0.00006025076,0.000006024948,0.003431679,0.00003110895,0.9817033,0.0004463485,0.00003467268,0.01007578],"study_design_scores_gemma":[0.0005787486,0.0002409929,0.9232365,0.0006521103,0.0000459179,0.00002367727,0.04361103,0.0007313408,0.02751802,0.002719767,0.0001759199,0.0004659347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953297,0.002090989,0.00001373806,0.00007776701,0.0001244374,0.0005080746,0.0002939249,0.00001250613,0.001548818],"genre_scores_gemma":[0.9956468,0.00274825,0.00007226701,0.00009985192,0.0002172664,0.00002333359,0.001019471,0.000003437968,0.0001693673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9541853,"threshold_uncertainty_score":0.9978487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843384084807071,"score_gpt":0.2015838209269846,"score_spread":0.1831499800789139,"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."}}