{"id":"W1769635513","doi":"10.1111/geb.12100","title":"Integrated assessment models for ecologists: the present and the future","year":2013,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Engineering and Physical Sciences Research Council; National Institutes of Health","keywords":"Futures contract; Biodiversity; Ecosystem services; Biosphere; Ecology; Environmental resource management; Ecosystem; Computer science; Environmental science; Biology; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04065987,0.001443779,0.00211881,0.005407054,0.0008820603,0.008126127,0.003243074,0.003441118,0.003621338],"category_scores_gemma":[0.07552271,0.001027959,0.004245343,0.006226764,0.002846623,0.01112186,0.004703169,0.006060101,0.0007255829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005829569,"about_ca_system_score_gemma":0.009313074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009235154,"about_ca_topic_score_gemma":0.01045913,"domain_scores_codex":[0.9815189,0.01326022,0.001661255,0.0008127749,0.002452591,0.0002942797],"domain_scores_gemma":[0.9406336,0.04554821,0.002962854,0.003621295,0.006482994,0.0007510026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006680771,0.0001271242,0.003788629,0.01109867,0.001084105,0.0001007841,0.001353037,0.0712842,0.0004165608,0.6170643,0.02572567,0.2678902],"study_design_scores_gemma":[0.00004172024,0.00008441555,0.001072058,0.02464247,0.0006303507,0.00009450254,0.00107172,0.05245266,0.0003078801,0.635538,0.283937,0.0001272459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.008134029,0.4006394,0.4835924,0.06952024,0.002280254,0.0005088721,0.002604868,0.0009484284,0.03177147],"genre_scores_gemma":[0.1574669,0.2706229,0.5528315,0.008707159,0.001283349,0.002484448,0.002558336,0.0004712521,0.003574263],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04065987,"threshold_uncertainty_score":0.2150325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005344378079916496,"score_gpt":0.2128654950571225,"score_spread":0.207521116977206,"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."}}