{"id":"W2037517870","doi":"10.1086/648557","title":"Plant Water Use Affects Competition for Nitrogen: Why Drought Favors Invasive Species in California","year":2009,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council; Andrew W. Mellon Foundation; National Science Foundation","keywords":"Competition (biology); Invasive species; Biology; Nitrogen; Ecology; Environmental science; Agronomy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001367611,0.0001100555,0.0001631263,0.00002962494,0.0002201062,0.00002385856,0.0001545291,0.00002321165,0.00007739688],"category_scores_gemma":[0.00005955972,0.00006462184,0.00004819924,0.0001411441,0.0004823965,0.0001176785,0.00005304234,0.0001204738,0.0001189097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199246,"about_ca_system_score_gemma":0.000003357751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458683,"about_ca_topic_score_gemma":0.00707384,"domain_scores_codex":[0.9992863,0.00008354155,0.0001125389,0.0001760403,0.00009602835,0.0002455439],"domain_scores_gemma":[0.999485,0.0002758179,0.00007740422,0.0001280723,0.000007226644,0.00002652726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001164591,0.000505621,0.8293087,0.00004031141,0.0001660084,0.00009244659,0.00985217,0.009476979,0.07434514,0.02408418,0.04931388,0.001650011],"study_design_scores_gemma":[0.0007796414,0.0003778742,0.9570659,0.00002350913,0.00004388984,0.00002933254,0.001092311,0.001873602,0.008952416,0.01477353,0.01453463,0.0004533204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923849,0.00001586871,0.00008744087,0.006529054,0.00006208045,0.0002790019,0.00007031856,0.00002194136,0.0005494277],"genre_scores_gemma":[0.9933502,0.00005317557,0.0003111346,0.005846399,0.00002611777,0.00002206413,0.0001004019,0.00000536184,0.0002851668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277573,"threshold_uncertainty_score":0.3947369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055774803546009,"score_gpt":0.221507342330781,"score_spread":0.2109495942953209,"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."}}