{"id":"W7128045092","doi":"10.25560/127658","title":"Functional implications of land use and climate change on bird assemblages worldwide","year":2024,"lang":"","type":"article","venue":"Open MIND","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Ecosystem; Climate change; Environmental change; Trait; Population; Psychological resilience; Ecosystem diversity; Habitat; Land use","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008038143,0.0003193342,0.0002040114,0.001440055,0.000444342,0.00094109,0.0002137279,0.0002565469,0.00315456],"category_scores_gemma":[0.001553743,0.0001350401,0.0006129877,0.001863592,0.00040807,0.0009662851,0.001017398,0.000480045,0.0005428828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580648,"about_ca_system_score_gemma":0.0002697815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611166,"about_ca_topic_score_gemma":0.03063786,"domain_scores_codex":[0.9996686,0.00008463363,0.0000202789,0.00009546911,0.00006495172,0.00006606775],"domain_scores_gemma":[0.9989287,0.0002748391,0.0003900619,0.00009133384,0.0001795455,0.0001354386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004130257,0.00001559316,0.9541326,0.00009956439,0.0002548559,0.00007377887,0.0005033226,0.002401899,0.002102304,0.0008338858,0.001873086,0.03766778],"study_design_scores_gemma":[8.281039e-7,0.00001554039,0.9967499,0.00002585763,0.0000234516,0.00004512227,0.0003167051,0.0009524199,0.0001026415,0.0002868254,0.001474863,0.000006008378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845855,0.002030145,0.001271073,0.0009619301,0.00005837749,0.00001340145,0.0046117,0.00004456475,0.006423358],"genre_scores_gemma":[0.9945107,0.0013463,0.001030584,0.000125696,0.00003443957,0.0000136556,0.002390299,0.00001857773,0.0005298148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611166,"threshold_uncertainty_score":0.03203571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398127908934547,"score_gpt":0.3274902420231122,"score_spread":0.1876774511296574,"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."}}