{"id":"W2065688148","doi":"10.1086/657992","title":"Evolutionarily Stable Strategy Carbon Allocation to Foliage, Wood, and Fine Roots in Trees Competing for Light and Nitrogen: An Analytically Tractable, Individual-Based Model and Quantitative Comparisons to Data","year":2011,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Monoculture; Understory; Canopy; Nitrogen; Competition (biology); Biology; Ecology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004000576,0.000117148,0.0002032262,0.00005940005,0.0002043046,0.00002880088,0.0001970349,0.00002403244,0.00000534468],"category_scores_gemma":[0.0001020038,0.0000932449,0.000008115881,0.0002573093,0.0002741006,0.0001701401,0.000181573,0.0001010582,9.895865e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003692825,"about_ca_system_score_gemma":0.00001708574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237997,"about_ca_topic_score_gemma":0.06215577,"domain_scores_codex":[0.9991082,0.00008623277,0.0001691661,0.0003378099,0.00009800034,0.0002006079],"domain_scores_gemma":[0.9993734,0.0002197546,0.00009910757,0.0001998657,0.00002121349,0.00008660153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008624537,0.0003480966,0.9001286,0.00002771761,0.0001364723,0.000002659007,0.01130519,0.07472125,0.004859698,0.005133187,0.0009628697,0.001511789],"study_design_scores_gemma":[0.0001842172,0.0001810195,0.574712,0.000005321268,0.00003092668,7.16658e-7,0.001133368,0.423088,0.00001957384,0.0005377042,0.00001130378,0.00009583338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958823,0.0001055789,0.001481371,0.001615293,0.000009015466,0.0003657879,0.00009626597,0.00001196887,0.0004324497],"genre_scores_gemma":[0.9788542,0.000009387141,0.02059608,0.0004316488,0.000003750255,0.0000318749,0.00004540179,0.000007315985,0.00002027346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3483668,"threshold_uncertainty_score":0.9549574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872261110987138,"score_gpt":0.3109516958258585,"score_spread":0.2522290847159872,"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."}}