{"id":"W2184057731","doi":"10.82308/26679","title":"Spatially explicit tools to assess invasion risks by Phragmites australis in freshwater wetlands","year":2011,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Wetland; Geography; Environmental science; Ecology; Environmental resource management; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009765364,0.0004659402,0.0003935266,0.0009491628,0.0003528193,0.0009314953,0.0007239946,0.0004983477,0.001535023],"category_scores_gemma":[0.003348855,0.0003136696,0.0006296863,0.000682469,0.0003898063,0.0006986564,0.0009031585,0.0004016389,0.0001131413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480844,"about_ca_system_score_gemma":0.001636152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2120713,"about_ca_topic_score_gemma":0.2765473,"domain_scores_codex":[0.9997531,0.0001006868,0.00001500763,0.00007331486,0.0000283319,0.00002955106],"domain_scores_gemma":[0.9982169,0.001112691,0.0002888957,0.000108842,0.0001875688,0.00008509262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003758176,0.0002241365,0.3515957,0.0001499826,0.0005246102,0.0001794092,0.0003801375,0.5988699,0.002383512,0.001803313,0.0004660281,0.04304756],"study_design_scores_gemma":[0.00003798481,0.0001801754,0.1635361,0.00003799448,0.0001112081,0.00005421065,0.0003410684,0.8323252,0.0006146417,0.001824038,0.0008978354,0.00003958933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776371,0.0002556644,0.01975386,0.0001257369,0.000008241117,0.00006326471,0.0009651209,0.000299099,0.000891902],"genre_scores_gemma":[0.9859904,0.00007824276,0.01260362,0.00001586457,0.000004773212,0.00005311607,0.0005093223,0.00001075836,0.0007339213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120713,"threshold_uncertainty_score":0.4216738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703685054521679,"score_gpt":0.258912638574184,"score_spread":0.2118757880289672,"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."}}