{"id":"W2042089467","doi":"10.1111/j.1526-100x.2011.00851.x","title":"Pollen and Macro‐Fossil Assemblages in Disturbed Urban Wetlands on South Vancouver Island Reveal Recent Invasion of Reed Canarygrass (<i>Phalaris arundinacea</i>) and Guide Restoration","year":2011,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum; University of Victoria","funders":"","keywords":"Phalaris arundinacea; Wetland; Disturbance (geology); Cyperaceae; Ecology; Pollen; Geography; Biology; Poaceae","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005279984,0.0001881662,0.0003301257,0.0001577739,0.0001404026,0.00001524001,0.0001169472,0.00024317,0.0001849603],"category_scores_gemma":[0.0001611335,0.0001662985,0.00002324783,0.00021997,0.0001959985,0.0002080987,0.0001132946,0.0001720995,0.000009190628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256511,"about_ca_system_score_gemma":0.00004621621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269116,"about_ca_topic_score_gemma":0.2471247,"domain_scores_codex":[0.99839,0.0002575995,0.000455947,0.0004361448,0.0001668479,0.00029345],"domain_scores_gemma":[0.9992443,0.00009943465,0.0002798863,0.0002367963,0.00002396767,0.0001156608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760035,0.0001114909,0.9689559,0.00001183328,0.0000101571,0.00002450016,0.001750356,0.00003412393,0.002292881,0.00009328382,0.02570174,0.0007376752],"study_design_scores_gemma":[0.001371827,0.0007889033,0.9915348,0.00001501504,0.00001971392,0.000009540512,0.0002384947,0.0003059386,0.0004460851,0.0004690641,0.00461755,0.0001830433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920753,0.00005562537,0.00005242055,0.0004310244,0.0002892563,0.0003256604,0.00001651952,0.00001792154,0.006736276],"genre_scores_gemma":[0.9980066,0.0002555391,0.0002607502,0.0001650478,0.00004164689,0.00002996925,0.00003363404,0.00001351003,0.001193311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444335,"threshold_uncertainty_score":0.7666134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580032483235976,"score_gpt":0.2258360039795286,"score_spread":0.2100356791471689,"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."}}