{"id":"W4228998264","doi":"10.1111/ddi.13530","title":"Changing community dynamics and climate alter invasion risk of freshwater fishes historically found in invasion pathways of the Laurentian Great Lakes","year":2022,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Propagule pressure; Climate change; Ecology; Geography; Invasive species; Resistance (ecology); Range (aeronautics); Environmental resource management; Biology; Biological dispersal; Environmental science; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005503758,0.0002334777,0.0001240439,0.0009055302,0.0005685255,0.0007851637,0.0002604297,0.0001864027,0.001123779],"category_scores_gemma":[0.001077177,0.0001338289,0.0002960514,0.0003612557,0.0004399882,0.0005076334,0.0008900567,0.0001705975,0.00006285041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058844,"about_ca_system_score_gemma":0.000576306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02853155,"about_ca_topic_score_gemma":0.09462868,"domain_scores_codex":[0.9998079,0.00004234776,0.00001162498,0.00006087735,0.00003477494,0.00004241518],"domain_scores_gemma":[0.9993569,0.00008309488,0.0003456605,0.00003101164,0.00006749629,0.0001158545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002873253,0.0000181117,0.993586,0.00001114042,0.00005587796,0.00006337299,0.0002866961,0.00195164,0.001622484,0.00009200952,0.00006781064,0.002216007],"study_design_scores_gemma":[0.000001873537,0.00003866772,0.9940848,0.000005566052,0.00001914463,0.00005832947,0.0005053154,0.004844673,0.0001569841,0.0001254296,0.0001527829,0.00000655416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996065,0.00002010783,0.0001395434,0.00001378315,5.712323e-7,0.000001954814,0.00003300441,0.000003412586,0.0001811141],"genre_scores_gemma":[0.9996679,0.00001529926,0.0001602764,0.000005059655,8.585943e-7,0.000002423499,0.00004603186,7.410692e-7,0.0001015716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9714684,"threshold_uncertainty_score":0.05673099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741993379416178,"score_gpt":0.1841886891190033,"score_spread":0.1667687553248415,"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."}}