{"id":"W2161205105","doi":"10.1139/f07-092","title":"Stream ecosystems respond to riparian invasion by Japanese knotweed (<i>Fallopia japonica</i>)","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Riparian zone; Biology; Plant litter; Ecology; Invertebrate; Introduced species; STREAMS; Aquatic ecosystem; Invasive species; Riparian forest; Ecosystem; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001288765,0.0001082612,0.0001862023,0.0001341073,0.0005153932,0.0001775552,0.0004239887,0.00006182453,0.001309497],"category_scores_gemma":[0.0001693263,0.00008811717,0.0000357021,0.0003778208,0.0006393259,0.0004535496,0.00005129497,0.00009835132,0.00008109746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353524,"about_ca_system_score_gemma":0.0001581176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05041698,"about_ca_topic_score_gemma":0.563006,"domain_scores_codex":[0.9987736,0.00005334424,0.0002995916,0.0001929581,0.0002385412,0.0004419168],"domain_scores_gemma":[0.9988334,0.0001020306,0.0001289239,0.00009144122,0.00001068964,0.0008335819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001104554,0.0000424963,0.6825287,0.00001568027,0.00003074813,0.000307773,0.01370325,0.00007935662,0.01011017,0.0001107288,0.2836682,0.009292352],"study_design_scores_gemma":[0.00197674,0.005007251,0.2355983,0.0001998609,0.00008329273,0.000720714,0.03867145,0.001896846,0.005288067,0.00188215,0.707476,0.001199306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990641,0.0000997647,0.00003586324,0.003172987,0.0003787781,0.00008496103,0.000007877462,0.000003101941,0.005575648],"genre_scores_gemma":[0.9972655,0.000008697607,0.0004830875,0.001203898,0.00003482373,4.432848e-7,0.000001249249,0.00000393996,0.0009983897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512589,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337963967407473,"score_gpt":0.1982683810438269,"score_spread":0.1848887413697522,"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."}}