{"id":"W4211097646","doi":"10.1111/ele.13682","title":"Ecophylogenetics redux","year":2021,"lang":"en","type":"review","venue":"Ecology Letters","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ecology; Phylogenetic tree; Biology; Community; Niche; Ecological succession; Biodiversity; Phylogenetics; Ecosystem","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":[0.00007122209,0.0002366997,0.0009114511,0.000009903379,0.0001575536,0.00002660521,0.0002652749,0.000227522,0.0005141675],"category_scores_gemma":[0.0000274565,0.00007969372,0.0003592692,0.000177463,0.00006564082,0.0000113514,0.0001485616,0.0002111897,0.0003027704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003840775,"about_ca_system_score_gemma":0.00001186037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001073665,"about_ca_topic_score_gemma":0.001127921,"domain_scores_codex":[0.9989118,0.0001255142,0.0002388911,0.000339359,0.00006950805,0.0003149419],"domain_scores_gemma":[0.9994557,0.0003319877,0.0001250622,0.00002434166,0.00001392702,0.00004899421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.803318e-7,0.00002646998,0.0002448443,0.000217141,0.0001586051,0.0001623734,0.000003308932,4.732154e-8,0.0002459961,0.00002280985,0.03776539,0.9611524],"study_design_scores_gemma":[0.00001446317,0.00004319257,0.00242605,0.0003178311,0.0001641509,0.0000463938,0.000005230755,5.768927e-8,0.000001024655,0.000003041063,0.9967706,0.0002080306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002859418,0.9952962,3.091966e-8,0.0008718468,0.0002622252,0.0001496944,0.0000875328,0.00003393348,0.0004391056],"genre_scores_gemma":[0.00002800238,0.9978998,0.00002353064,0.0009244317,0.0006346623,0.0000268938,0.0001772387,0.000001197602,0.0002842204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9609444,"threshold_uncertainty_score":0.5629774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09020541418418394,"score_gpt":0.2573985405776306,"score_spread":0.1671931263934466,"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."}}