{"id":"W3138679907","doi":"10.22541/au.161787649.92133753/v1","title":"On linking mechanism to invasive species impact","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Biodiversity; Abundance (ecology); Invasive species; Ecology; Competitor analysis; Ecosystem; Biology; Rank abundance curve; Impact assessment; Geography; Relative species abundance; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007083663,0.0008994061,0.0005983188,0.004509455,0.0006978599,0.00334274,0.0008706531,0.001256295,0.005342757],"category_scores_gemma":[0.03145192,0.0002217314,0.001444706,0.003318431,0.002553717,0.003859789,0.00229734,0.001496473,0.0007568135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909072,"about_ca_system_score_gemma":0.0006240835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429906,"about_ca_topic_score_gemma":0.002474194,"domain_scores_codex":[0.9978015,0.0008145452,0.0001491215,0.0006016628,0.0003989386,0.0002342304],"domain_scores_gemma":[0.966515,0.02363433,0.004920351,0.002079173,0.001809931,0.00104113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003295602,0.0001324767,0.9173409,0.0003961882,0.0005666178,0.0002882952,0.0004871379,0.02495779,0.002533576,0.01282101,0.001782239,0.03836421],"study_design_scores_gemma":[0.00004951956,0.0003092079,0.9100785,0.0001328954,0.0002213105,0.0003723563,0.001096707,0.0469633,0.001789725,0.03475293,0.004134843,0.00009863904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582893,0.001537361,0.02573033,0.001006203,0.0001143924,0.000101981,0.002458662,0.0003556987,0.01040608],"genre_scores_gemma":[0.9929702,0.0002543123,0.004650942,0.00006988922,0.00005492682,0.00003204816,0.001528489,0.00003762687,0.0004016841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007083663,"threshold_uncertainty_score":0.03746247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185958357989138,"score_gpt":0.2622972163049017,"score_spread":0.2437013805059879,"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."}}