{"id":"W2756384147","doi":"10.1017/inp.2017.28","title":"Climate Dynamics, Invader Fitness, and Ecosystem Resistance in an Invasion-Factor Framework","year":2017,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Ecology; Invasive species; Abiotic component; Resistance (ecology); Biology; Ecosystem; Introduced species; Population; Evolutionary dynamics; Native plant; Climate change","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":[0.001964991,0.001581293,0.0006548555,0.002413788,0.000871127,0.002210549,0.001710966,0.001241273,0.004201823],"category_scores_gemma":[0.002586795,0.0003233758,0.001812554,0.001025036,0.003650035,0.002742782,0.00151238,0.001288109,0.0003770967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255364,"about_ca_system_score_gemma":0.001784984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908633,"about_ca_topic_score_gemma":0.01978654,"domain_scores_codex":[0.9993544,0.0003300089,0.00002510813,0.0001475701,0.00006201558,0.00008081402],"domain_scores_gemma":[0.9982469,0.0008762106,0.0003369552,0.00007402142,0.0002020244,0.0002637968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001070432,0.0002752531,0.06849277,0.0002110614,0.0003527568,0.0008020553,0.002454273,0.2011843,0.002338234,0.7049999,0.001763919,0.01701847],"study_design_scores_gemma":[0.00005049241,0.0002643003,0.04173693,0.0001152765,0.0002492021,0.0004641283,0.001556284,0.4751546,0.000202248,0.4731872,0.006886284,0.000133044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5551143,0.003983325,0.3708596,0.01030995,0.0001990593,0.0002852101,0.0008965191,0.0004221409,0.05792995],"genre_scores_gemma":[0.9736747,0.0008954265,0.0224827,0.0002289581,0.00005652311,0.0001206541,0.0001071919,0.00002897626,0.002404906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908633,"threshold_uncertainty_score":0.03795046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686330442708172,"score_gpt":0.2487324794316864,"score_spread":0.2318691750046046,"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."}}