{"id":"W4400936192","doi":"10.1111/gcb.17420","title":"Tropical root responses to global changes: A synthesis","year":2024,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Plant responses to water stress","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Oak Ridge National Laboratory; Biological and Environmental Research; Division of Environmental Biology; Office of Science; Sorbonne Université; Deutsche Forschungsgemeinschaft; Smithsonian Tropical Research Institute; UT-Battelle; Battelle; U.S. Department of Energy; Smithsonian Institution; National Science Foundation","keywords":"Biomass (ecology); Global change; Environmental science; Ecosystem; Climate change; Global warming; Primary production; Root system; Agronomy; Biology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002082212,0.0008285743,0.001886772,0.00005008861,0.0001220012,0.0001391632,0.001226787,0.001054259,0.0002416986],"category_scores_gemma":[0.0003516009,0.0002849879,0.0005997452,0.001278781,0.0001240396,0.00004148536,0.0008541318,0.0002693619,0.002418686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005193522,"about_ca_system_score_gemma":0.00005991749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009806124,"about_ca_topic_score_gemma":0.01021828,"domain_scores_codex":[0.9960043,0.0009287538,0.0004990548,0.001275967,0.0002262479,0.001065691],"domain_scores_gemma":[0.9986238,0.0005182165,0.0001625195,0.0002200787,0.00004933203,0.000426042],"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":[0.0001256796,0.00003700543,0.000580202,0.0006841239,0.0001228627,0.0001830877,0.000006869054,5.138692e-10,0.000003902241,0.0004079282,0.003806094,0.9940422],"study_design_scores_gemma":[0.00002694346,0.0004799568,0.003605595,0.002627661,0.0004985246,0.0004295237,0.000008434559,2.196727e-7,7.360948e-7,0.0001236212,0.9916057,0.000593093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002958789,0.9674863,9.134914e-7,0.00201435,0.001223223,0.001104321,0.02449206,0.00033643,0.0003836015],"genre_scores_gemma":[0.001063323,0.9936202,0.00003988551,0.0004632268,0.002719622,0.001218637,0.00058703,0.000004353495,0.0002837482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934492,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444083460147018,"score_gpt":0.3590834883413047,"score_spread":0.2146751423266028,"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."}}