{"id":"W1621471925","doi":"10.1080/14634988.2013.797798","title":"Ecosystem health and management: A culmination of ecosystem ecology","year":2013,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Ecology; Ecosystem ecology; Trophic level; Meaning (existential); Nexus (standard); Ecological network; Systems ecology; Ecosystem health; Ecological stability; Ecosystem management; Set (abstract data type); Biology; Environmental ethics; Environmental resource management; Ecosystem services; Computer science; Applied ecology; Epistemology; Environmental science; Biodiversity; Philosophy","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":[0.008306822,0.001237341,0.002634052,0.002874054,0.003234422,0.01028897,0.00217647,0.007298068,0.003667033],"category_scores_gemma":[0.008980386,0.0005901013,0.0007813355,0.003484325,0.03320721,0.01551482,0.006371194,0.01189921,0.0007412109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008067973,"about_ca_system_score_gemma":0.006274738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833097,"about_ca_topic_score_gemma":0.002010436,"domain_scores_codex":[0.9957138,0.001985199,0.0002312495,0.0008644474,0.0008733344,0.0003319688],"domain_scores_gemma":[0.9919636,0.005371504,0.0004758846,0.0005172644,0.00100393,0.0006678458],"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":[0.00005146112,0.00008881311,0.001068632,0.0007577245,0.00004677106,0.0001596144,0.001895494,0.001387871,0.0004362801,0.89487,0.02700806,0.0722293],"study_design_scores_gemma":[0.000009886122,0.00006207774,0.001234744,0.0009778991,0.00001378726,0.0001514891,0.00091343,0.001111258,0.0002178975,0.8122822,0.182987,0.00003832439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009924283,0.5367692,0.05637976,0.3406345,0.007553918,0.00009545337,0.0003210534,0.0001689635,0.04815297],"genre_scores_gemma":[0.4192979,0.4306765,0.0395602,0.06168246,0.03194651,0.0003293525,0.000243132,0.0002545869,0.01600933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01028897,"threshold_uncertainty_score":0.05853754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799781340514162,"score_gpt":0.2557229132573539,"score_spread":0.2377250998522122,"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."}}