{"id":"W2035609735","doi":"10.1111/j.1600-0587.2012.00121.x","title":"The assembly of tropical tree communities – the advances and shortcomings of phylogenetic and functional trait analyses","year":2013,"lang":"en","type":"article","venue":"Ecography","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; National Science Foundation","keywords":"Phylogenetic tree; Trait; Ecology; Community; Tree (set theory); Biology; Tree of life (biology); Similarity (geometry); Computer science; Habitat; Artificial intelligence","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":[0.00007317781,0.0000494591,0.00008367356,0.00001996162,0.0002448878,0.000008079884,0.0000710414,0.00001829728,0.00005578459],"category_scores_gemma":[0.000009851808,0.00002656354,0.0000355076,0.00008705709,0.001198169,0.00005879351,0.00006077349,0.00004753884,8.630245e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001733889,"about_ca_system_score_gemma":0.000001259846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100429,"about_ca_topic_score_gemma":0.002897182,"domain_scores_codex":[0.9996403,0.00005451418,0.0001155689,0.00005433013,0.00006601938,0.00006926277],"domain_scores_gemma":[0.9994179,0.0004239221,0.00006021299,0.00007546545,0.000009460085,0.00001303987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005732783,0.0000167175,0.9927176,0.000005435564,0.00004700803,2.798e-8,0.0004838419,0.00006778487,0.0007239883,0.0004231402,0.00009321458,0.005415483],"study_design_scores_gemma":[0.00007990461,0.00006088142,0.9939733,0.000001994342,0.0000216865,0.000001059539,0.001503776,0.0005418923,0.000110015,0.003477796,0.0001979162,0.00002974478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962464,0.001788268,0.00007666995,0.0003545628,0.00002145654,0.00007106737,0.000002513755,0.000002597849,0.001436465],"genre_scores_gemma":[0.9987802,0.0009258485,0.0001874812,0.00005228401,0.000004039144,0.0000184333,7.333296e-7,0.000001677656,0.00002928783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005385738,"threshold_uncertainty_score":0.4414703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742312818495322,"score_gpt":0.2462517688070616,"score_spread":0.2288286406221084,"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."}}