{"id":"W1989738157","doi":"10.1890/11-0335.1","title":"Spatial patterns reveal negative density dependence and habitat associations in tropical trees","year":2011,"lang":"en","type":"article","venue":"Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Public Health Ontario; University of Toronto","funders":"Natural Environment Research Council; Arnold Arboretum; Andrew W. Mellon Foundation; John D. and Catherine T. MacArthur Foundation; National Science Foundation","keywords":"Rainforest; Ecology; Spatial heterogeneity; Tropical rainforest; Habitat; Density dependence; Tropical forest; Dipterocarpaceae; Geography; Tropics; Biology; Spatial ecology","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":[0.0000956439,0.00006399454,0.0001247737,0.00002356445,0.0001186148,0.000002760936,0.00006441379,0.0000902539,0.0004415816],"category_scores_gemma":[0.0001765776,0.00006257862,0.00001547637,0.00004389609,0.0001915731,0.00007773269,0.0001279113,0.0001218934,0.0001011661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009833424,"about_ca_system_score_gemma":0.000006281297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165094,"about_ca_topic_score_gemma":0.5264112,"domain_scores_codex":[0.9993543,0.0001157895,0.0001286558,0.000184836,0.00004634915,0.0001700588],"domain_scores_gemma":[0.9996481,0.0002027151,0.00005502404,0.00005600132,0.000006122718,0.00003203826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000885754,0.00005755049,0.9978389,7.371827e-7,0.00000760324,0.00001382093,0.001370884,0.00001044329,0.0000305192,0.0003759986,0.00004253793,0.000242206],"study_design_scores_gemma":[0.0002526063,0.00009839526,0.9925805,9.89216e-7,0.000006852309,0.000003909107,0.0001089543,0.0004823726,0.00003914154,0.006359926,0.000002932268,0.00006342587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963609,0.000003315873,0.0004863651,0.000328636,0.0001092494,0.00009828401,0.000005215039,0.00001107036,0.002596992],"genre_scores_gemma":[0.9985574,0.00001108911,0.0009840404,0.0002447045,0.00001052562,0.0000198984,0.000001860406,0.000002850914,0.0001676334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5252461,"threshold_uncertainty_score":0.4835009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403659971146914,"score_gpt":0.2277501453087961,"score_spread":0.2137135455973269,"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."}}