{"id":"W4408429798","doi":"10.5194/egusphere-egu25-14971","title":"Challenges and enablers of co-achieving ambitious global climate and biodiversity targets","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Business; Environmental resource management; Environmental planning; Climate change; Environmental science; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01066794,0.00130495,0.0007036348,0.001164794,0.001244366,0.005775844,0.001922937,0.002918042,0.005542871],"category_scores_gemma":[0.01094045,0.0004338715,0.001244884,0.001755874,0.003029593,0.005935991,0.006835738,0.002854935,0.0005733018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350837,"about_ca_system_score_gemma":0.00509865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449291,"about_ca_topic_score_gemma":0.007585023,"domain_scores_codex":[0.993447,0.003362831,0.0001537437,0.0005448597,0.001158807,0.001332723],"domain_scores_gemma":[0.9962585,0.001876844,0.0004960825,0.0004606164,0.0004913937,0.0004165527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004775456,0.0002904627,0.01650109,0.0009935639,0.0004979367,0.0007488536,0.0007371365,0.4784343,0.005186418,0.4205699,0.00643493,0.06912779],"study_design_scores_gemma":[0.0001307678,0.0007392223,0.02861391,0.000654576,0.0003845826,0.0005528666,0.004872068,0.2629634,0.004973667,0.6260121,0.06988411,0.0002187277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6014825,0.008279056,0.1246307,0.03846297,0.0007066044,0.0003561673,0.001238797,0.0008379288,0.2240052],"genre_scores_gemma":[0.9858106,0.001537699,0.01026497,0.0005114187,0.00005604468,0.0001404817,0.0001512834,0.00004967842,0.001477668],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01066794,"threshold_uncertainty_score":0.05641818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241848869705764,"score_gpt":0.2726062085517841,"score_spread":0.1484213215812077,"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."}}