{"id":"W7098106584","doi":"","title":"by","year":2005,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typha; Dominance (genetics); Wetland; Habitat; Typha angustifolia; Vegetation (pathology); Biomass (ecology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009394572,0.0009292667,0.0006003435,0.001517751,0.001635118,0.006088676,0.001278179,0.002650158,0.8647022],"category_scores_gemma":[0.002490683,0.0003078384,0.000722226,0.001158268,0.001022939,0.002513673,0.004307974,0.001618216,0.7697322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414435,"about_ca_system_score_gemma":0.001852503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004728291,"about_ca_topic_score_gemma":0.004766856,"domain_scores_codex":[0.9989851,0.0001015044,0.0000608601,0.0003185112,0.0003214915,0.0002124982],"domain_scores_gemma":[0.9988906,0.0001252223,0.00005998469,0.0002392177,0.0004716645,0.0002133168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002842809,0.0002611692,0.004141999,0.0004339286,0.00002998402,0.0005674688,0.0003535241,0.0002806573,0.005782705,0.03271517,0.5564917,0.3986574],"study_design_scores_gemma":[0.00001350389,0.00002892963,0.001374272,0.0001004706,0.000003364848,0.0002915326,0.0001078764,0.0001143557,0.0003352371,0.001079545,0.9965435,0.000007424926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00261482,0.001341241,0.002345872,0.00358748,0.002161339,0.0001896008,0.003208885,0.001440515,0.9831102],"genre_scores_gemma":[0.01013512,0.000982723,0.001888708,0.001493439,0.0002878828,0.0001301153,0.002688651,0.0003441925,0.982049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1352978,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001574198662176547,"score_gpt":0.1629387852583464,"score_spread":0.1613645865961698,"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."}}