{"id":"W2255223904","doi":"","title":"Biodiversity Scenarios: Projections of 21st century change in biodiversity and associated ecosystem services","year":2010,"lang":"en","type":"book","venue":"Secretariat of the Convention on Biological Diversity eBooks","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Convention on Biological Diversity; Ecosystem services; Geography; Ecosystem; Environmental resource management; Ecology; Environmental science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004791727,0.0002932861,0.0005642251,0.0001213951,0.0004562197,0.00001746513,0.0007445942,0.0007743348,0.0006732312],"category_scores_gemma":[0.00001536496,0.0002041823,0.0003044831,0.0001006838,0.0001859665,0.0001024686,0.00245505,0.0004689024,0.0001066776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486163,"about_ca_system_score_gemma":0.0000227136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395393,"about_ca_topic_score_gemma":0.02190721,"domain_scores_codex":[0.9982752,0.0002386049,0.0003530353,0.0005005363,0.0003756601,0.0002569419],"domain_scores_gemma":[0.9986892,0.0000723069,0.0007705231,0.0003357331,0.00004141473,0.00009083463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194455,0.0002411394,0.9963644,0.0003712527,0.0001846192,0.000006435541,0.001570488,0.000005380573,0.0001745898,0.0002536228,0.000268387,0.0003652994],"study_design_scores_gemma":[0.002683637,0.0007724361,0.9554662,0.001222276,0.0004095693,0.000004159792,0.0008458838,0.0001935867,0.0003468466,0.00120836,0.03593346,0.000913589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968126,0.00005010429,1.496182e-7,0.0001060053,0.0005801481,0.000898044,0.001188811,0.00003436234,0.02901635],"genre_scores_gemma":[0.9975066,0.0002385919,0.000006598388,0.000207883,0.00002660839,0.000004012215,0.000214555,0.000004422163,0.001790731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04089814,"threshold_uncertainty_score":0.9959404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796074781423214,"score_gpt":0.2014609316375382,"score_spread":0.173500183823306,"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."}}