{"id":"W2042830716","doi":"10.1614/ipsm-09-007.1","title":"Distribution and Potential Spread of Japanese Knotweed (<i>Polygonum cuspidatum</i>) in Canada Relative to Climatic Thresholds","year":2010,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ontario Federation of Anglers and Hunters","keywords":"Precipitation; Limiting; Growing degree-day; Habitat; Degree day; Degree (music); Environmental science; Ecology; Geography; Biology; Phenology; Meteorology","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":[0.0001887982,0.0002356574,0.0001828418,0.001009744,0.0009990628,0.001065764,0.0005543488,0.0002192438,0.0009550155],"category_scores_gemma":[0.0007118213,0.0001480384,0.0002986034,0.0009453209,0.0004864847,0.000239888,0.000463711,0.0003229718,0.0001088349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075456,"about_ca_system_score_gemma":0.006184177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778183,"about_ca_topic_score_gemma":0.9876187,"domain_scores_codex":[0.9998193,0.00001018953,0.000006296066,0.00004546542,0.00004558438,0.00007321589],"domain_scores_gemma":[0.9991941,0.00006103117,0.0001322222,0.00002160301,0.0003373531,0.0002537258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009961483,0.0000210831,0.9904431,0.00002468555,0.00004164704,0.000117712,0.0003897015,0.001729884,0.002199209,0.0002095152,0.000500472,0.004223359],"study_design_scores_gemma":[0.000004220403,0.00001651772,0.9952875,0.000009690357,0.00001125541,0.00004833331,0.0008065854,0.003159828,0.0001263835,0.00004560066,0.0004708959,0.00001308604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985008,0.00009590287,0.00008445258,0.00002573048,0.000001415429,0.000007827174,0.0006350431,0.00001095998,0.0006377476],"genre_scores_gemma":[0.9992956,0.00005446028,0.00009280231,0.000005831643,4.343352e-7,0.000003095515,0.0003538599,0.000001772399,0.0001920237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02218175,"threshold_uncertainty_score":0.07803023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055983526615982,"score_gpt":0.1924609918916101,"score_spread":0.1819011566254503,"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."}}