{"id":"W2099716762","doi":"10.1614/ipsm-09-050.1","title":"Roadside as Invasion Pathway for Common Reed (<i>Phragmites australis</i>)","year":2010,"lang":"en","type":"article","venue":"Invasive Plant Science and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Université de Montréal","funders":"","keywords":"Phragmites; Habitat; Wetland; Biological dispersal; Ecology; Biodiversity; Invasive species; Ecosystem; Geography; Biology; Environmental science; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001397269,0.0001414905,0.0001087803,0.0003518926,0.0004282172,0.0004117337,0.0001706491,0.0001572,0.00284481],"category_scores_gemma":[0.0001664365,0.00008616022,0.0002117767,0.0001875939,0.0002363324,0.0003966807,0.0004500081,0.0002969025,0.0002919462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395025,"about_ca_system_score_gemma":0.0003551152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184607,"about_ca_topic_score_gemma":0.02048621,"domain_scores_codex":[0.9999068,0.00001353358,0.000003802856,0.00003450622,0.00001169437,0.00002972844],"domain_scores_gemma":[0.9997521,0.00002182862,0.0001034186,0.00001146728,0.00003867263,0.00007252556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000383514,0.0002149102,0.7472797,0.0003393806,0.0001815606,0.002160212,0.002471058,0.001739716,0.1857974,0.00367154,0.002387506,0.05337341],"study_design_scores_gemma":[0.000007954926,0.0001775245,0.9849126,0.00003657333,0.00005129715,0.0008846435,0.001482879,0.002570957,0.003270438,0.0007565876,0.005826258,0.00002228135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959239,0.0001437737,0.0006421345,0.00009375952,0.000006387197,0.0000131579,0.0001706622,0.00003827355,0.002968021],"genre_scores_gemma":[0.9978149,0.00008441179,0.0006276713,0.00001939417,0.000002882955,0.000006115335,0.0001437009,0.000006264423,0.00129465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008184607,"threshold_uncertainty_score":0.01627392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946985020498852,"score_gpt":0.2163819123972198,"score_spread":0.2069120621922313,"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."}}