{"id":"W2108948758","doi":"10.4141/p01-172","title":"The biology of Canadian weeds. 129. <i>Phragmites australis</i> (Cav.) Trin. ex Steud.","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phragmites; Biology; Rhizome; Botany; Perennial plant; Inflorescence; Panicle; Scirpus; Marsh; Agronomy; Wetland; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299944,0.0001363604,0.0002053375,0.0005375473,0.0005709042,0.0001044542,0.001285072,0.00006662876,0.0001883196],"category_scores_gemma":[0.000200852,0.00009552402,0.00007350765,0.001259715,0.001197153,0.000330003,0.00005124614,0.0002271753,0.00006556511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009213542,"about_ca_system_score_gemma":0.002383561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.735746,"about_ca_topic_score_gemma":0.9880551,"domain_scores_codex":[0.9981802,0.00003671007,0.0004594419,0.0001997954,0.0003265298,0.0007973593],"domain_scores_gemma":[0.9978645,0.00008156287,0.0002878546,0.0002601726,0.00005049744,0.00145537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001159207,0.00009999408,0.7431098,0.00006479608,0.0001290282,0.00206232,0.006320294,0.05660319,0.09248377,0.04814224,0.02903287,0.02183579],"study_design_scores_gemma":[0.002285524,0.001150701,0.2937908,0.0004142026,0.00009127182,0.005309205,0.003150729,0.001488536,0.01015644,0.0103768,0.6704878,0.001297974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884007,0.0001594816,0.00008363842,0.002226474,0.0009592522,0.0001561438,0.0004374186,0.000003720147,0.00757319],"genre_scores_gemma":[0.9992531,0.00005612517,0.0003114375,0.0001237256,0.00004804535,7.9486e-7,0.000003461889,0.000006896927,0.0001964275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6414549,"threshold_uncertainty_score":0.4410959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009444996785420944,"score_gpt":0.1921198302714953,"score_spread":0.1826748334860744,"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."}}