{"id":"W2146659086","doi":"10.1093/aobpla/pls040","title":"Moving from a regional to a continental perspective of Phragmites australis invasion in North America","year":2012,"lang":"en","type":"article","venue":"AoB Plants","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Université Laval","keywords":"Phragmites; Biology; Chesapeake bay; Bay; Ecology; Invasive species; Fishery; Estuary; Geography; Archaeology; Wetland","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006350164,0.00009271805,0.0001489059,0.00004231124,0.00002481345,0.000006576877,0.0001288192,0.00003050988,0.0003895213],"category_scores_gemma":[0.00003119349,0.00008575984,0.00002933843,0.0001624654,0.00003367883,0.0001807051,0.0001717681,0.00006595174,0.0002869285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707486,"about_ca_system_score_gemma":0.00000444938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02939405,"about_ca_topic_score_gemma":0.040702,"domain_scores_codex":[0.9991964,0.00002854307,0.0001585657,0.0001779905,0.0001957064,0.0002428325],"domain_scores_gemma":[0.999625,0.00007248815,0.00006708303,0.0001232127,0.000003625912,0.0001086173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005229075,0.00008614182,0.9886997,0.000002361174,0.000006460644,0.000005862782,0.004261394,0.0002334573,0.005320979,0.000006760794,0.0005876934,0.0007368904],"study_design_scores_gemma":[0.0002306099,0.0000316633,0.9954196,0.00003254529,0.00000385156,0.000006971942,0.002494751,0.0006395937,0.0002833576,0.00002952361,0.0007109083,0.0001166417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998103,0.00001777249,0.0000323282,0.0001025149,0.00005974581,0.0001410735,0.0001986443,0.00001079903,0.001334107],"genre_scores_gemma":[0.9992957,0.000007808275,0.0004296905,0.00008727339,0.00003215831,0.000006714116,0.00005801541,0.00000703898,0.00007556451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130795,"threshold_uncertainty_score":0.9770693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444244502259336,"score_gpt":0.2236580483927537,"score_spread":0.2092156033701603,"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."}}