{"id":"W3000160997","doi":"10.1111/oik.07213","title":"Resilience trinity: safeguarding ecosystem functioning and services across three different time horizons and decision contexts","year":2020,"lang":"en","type":"article","venue":"Oikos","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Operationalization; Resilience (materials science); Socio-ecological system; Safeguarding; Environmental resource management; Ecosystem services; Provisioning; Ecological resilience; Ecosystem; Business; Ecology; Computer science; Environmental science","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":[0.006971664,0.001312713,0.0006917891,0.002516351,0.002774143,0.008468166,0.002066051,0.00250893,0.005999767],"category_scores_gemma":[0.01030299,0.0004564701,0.001453625,0.001418734,0.01100872,0.0135726,0.01046315,0.004160475,0.0007150161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494877,"about_ca_system_score_gemma":0.006495842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039485,"about_ca_topic_score_gemma":0.00504072,"domain_scores_codex":[0.9959459,0.001916084,0.0002615563,0.0007381172,0.000529969,0.0006083941],"domain_scores_gemma":[0.9938215,0.002363141,0.001395303,0.0005523797,0.000572339,0.001295307],"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":[0.00006957275,0.0000726832,0.003616373,0.0002954411,0.00007042723,0.0003038222,0.003191552,0.01207026,0.001037074,0.9411579,0.002716038,0.03539886],"study_design_scores_gemma":[0.00001425527,0.00008976895,0.002506306,0.0004536967,0.00006494633,0.0002009626,0.00400602,0.01638414,0.0006999957,0.9440801,0.03138415,0.000115701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09449986,0.004937511,0.6934347,0.03491893,0.0009350463,0.0006747557,0.0007528621,0.0008857494,0.1689606],"genre_scores_gemma":[0.8687457,0.001947558,0.1217691,0.001326039,0.0001729283,0.0005924748,0.0003265443,0.0001205502,0.004998976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008468166,"threshold_uncertainty_score":0.03687006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009354888348935931,"score_gpt":0.2187091965269915,"score_spread":0.2093543081780556,"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."}}