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Universidad Nacional de Córdoba; University of Colorado Boulder; University of Minnesota; Universiteit Utrecht; Peking University; University of Massachusetts Boston; Georg-August-Universität Göttingen; Commonwealth Scientific and Industrial Research Organisation; Lanzhou University; University College London; National Science Foundation; Purdue University; College of Engineering, Michigan State University; Universität Zürich; Department of Biology, University of New Mexico; North Carolina State University; Smithsonian Institution; Arizona State University; Karl-Franzens-Universität Graz; Smithsonian Environmental Research Center; Deutsche Forschungsgemeinschaft; McGill University; Sight Research UK; Universidad de Santiago de Chile; Hawkesbury Institute for the Environment, Western Sydney University; International Centre for Integrated Mountain Development; Colorado State University; University of Cape Town; Universidad de Costa Rica; Michigan State University; Directorate for Biological Sciences; Imperial College London; Natural Environment Research Council; Nature Conservancy","keywords":"Biodiversity; Threatened species; Environmental resource management; Judgement; Measurement of biodiversity; Geography; Habitat; Habitat destruction; Taxonomic rank; Biodiversity hotspot; Global biodiversity; Ecosystem services; Ecosystem; Taxon; Environmental planning; Ecology; Biodiversity conservation; Biology; Political science; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002525095,0.0002669875,0.0005719093,0.00003654603,0.0003548477,0.00001686226,0.0001732478,0.0001615701,0.006638987],"category_scores_gemma":[0.00002589881,0.00019412,0.00008147528,0.00008382422,0.0007567587,0.00004737925,0.0005124649,0.000270048,0.0001277496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691866,"about_ca_system_score_gemma":0.00000719676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003730374,"about_ca_topic_score_gemma":0.00004153225,"domain_scores_codex":[0.9986304,0.0002689016,0.0001496057,0.000512931,0.0001624626,0.0002757231],"domain_scores_gemma":[0.999514,0.0001039119,0.0001125456,0.0001686678,4.898666e-7,0.000100396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164118,0.002358914,0.4491633,0.001035586,0.001117053,0.0003688269,0.02425414,0.00006928472,6.09176e-7,0.009233737,0.09352971,0.4177048],"study_design_scores_gemma":[0.001239648,0.0002248191,0.07810498,0.00004367645,0.0001197183,0.00002601755,0.009255767,0.000008676868,1.984048e-7,0.00009273062,0.9105874,0.0002963477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0528845,0.9422886,0.000002200959,0.0007236871,0.0004045555,0.000835167,0.0004675302,0.0000130103,0.002380793],"genre_scores_gemma":[0.007523247,0.992031,0.000007295655,0.0002457762,0.00000827581,0.00006137115,0.00004906613,0.000004688988,0.0000692979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8170577,"threshold_uncertainty_score":0.9942691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793816118691871,"score_gpt":0.2407440268428856,"score_spread":0.2228058656559669,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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