{"id":"W4361276576","doi":"10.1017/inp.2023.11","title":"Effectiveness and cost of a rapid response campaign against Japanese knotweed (<i>Reynoutria japonica</i>) along a Canadian river","year":2023,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Université du Québec à Chicoutimi; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Invasive species; Riparian zone; Rhizome; Japonica; Introduced species; Shore; Biology; Ecology; Geography; Fishery; Botany; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001805569,0.0001035274,0.0001631123,0.00010809,0.0005728506,0.00004038841,0.000184525,0.00003811763,0.000008360105],"category_scores_gemma":[0.0002609425,0.0000485536,0.0000213505,0.0008986093,0.0006316377,0.000143987,0.000191031,0.00004668318,0.00001537436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004061207,"about_ca_system_score_gemma":0.00005732981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007687929,"about_ca_topic_score_gemma":0.04650053,"domain_scores_codex":[0.9988883,0.0001316866,0.000141617,0.0003246345,0.0001990026,0.0003147775],"domain_scores_gemma":[0.9986802,0.0009570834,0.00006021099,0.00005542247,0.0001078648,0.0001391549],"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":[0.0022143,0.0002005908,0.2930539,0.0004821906,0.0003898968,0.0008828375,0.01053409,0.00005866659,0.55911,0.005493925,0.008960542,0.1186191],"study_design_scores_gemma":[0.0002600832,0.0001354569,0.9917167,0.00006378411,0.00001479845,0.000004820104,0.002961674,0.0000324386,0.0008017191,0.00009629751,0.00379785,0.0001143938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972363,0.00009065351,3.017997e-7,0.001374944,0.00007922286,0.0005338666,0.00009208437,0.00002629703,0.0005663717],"genre_scores_gemma":[0.998357,0.0008382021,0.00001082745,0.0006044751,0.000009599969,0.00007421131,0.00001516468,5.304971e-7,0.00008996526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986628,"threshold_uncertainty_score":0.99892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247924807830226,"score_gpt":0.2258489976666517,"score_spread":0.2010565168836291,"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."}}