{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010702,0.0005247016,0.0004510876,0.0005611256,0.001183845,0.0003998922,0.001017745,0.0005731892,0.001530757],"category_scores_gemma":[0.001543439,0.0001617648,0.0003380758,0.0002461627,0.0004293906,0.0002027721,0.0004068364,0.0004182114,0.0001612433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107748,"about_ca_system_score_gemma":0.0057996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4175977,"about_ca_topic_score_gemma":0.608008,"domain_scores_codex":[0.9988526,0.000208919,0.00003601329,0.0002064106,0.0003969193,0.0002991979],"domain_scores_gemma":[0.9983301,0.0002846766,0.0002546756,0.00007204276,0.0004155901,0.0006429571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01634068,0.02212299,0.255102,0.001686779,0.0005673128,0.001335093,0.002840078,0.02064771,0.2919711,0.0005599756,0.004906849,0.3819196],"study_design_scores_gemma":[0.001179443,0.04882777,0.8889374,0.0001299752,0.0005954129,0.0002084727,0.002880357,0.01999103,0.02833856,0.0001060408,0.008669239,0.0001363139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972515,0.0001599591,0.0004071504,0.0001042371,0.0000171495,0.0004246017,0.0001198277,0.00005839481,0.001457214],"genre_scores_gemma":[0.996695,0.0001223065,0.001446569,0.0001060781,0.000008696474,0.0001770279,0.0001591475,0.000005100199,0.001280064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824023,"threshold_uncertainty_score":0.8303339,"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."}}