{"id":"W2023690308","doi":"10.1111/j.1523-1739.2001.01552.x","title":"Navigating the Socioecological Landscape","year":2001,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Ecological resilience; Anticipation (artificial intelligence); Psychological resilience; Environmental ethics; Natural resource; Ecological systems theory; Natural (archaeology); Natural resource management; Social system; Sustainability; Ecology; Environmental resource management; Geography; Sociology; Ecosystem; Social science; Computer science; Psychology; Archaeology","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":[0.002096699,0.0006196753,0.0005471347,0.002112509,0.005293773,0.01170136,0.001276567,0.002319642,0.01138211],"category_scores_gemma":[0.002461826,0.0004865948,0.0003859133,0.002069783,0.01550573,0.01345404,0.009573048,0.003633229,0.001667234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004063384,"about_ca_system_score_gemma":0.003905868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006421367,"about_ca_topic_score_gemma":0.02475527,"domain_scores_codex":[0.9989583,0.0005769998,0.0000275601,0.0001446335,0.0001600733,0.0001324788],"domain_scores_gemma":[0.9990423,0.0004293706,0.00007925792,0.0001098881,0.0001189224,0.0002200944],"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":[0.00001487245,0.00002807015,0.001455627,0.0004550545,0.00003699724,0.0003577878,0.04035091,0.0009571794,0.0006266322,0.5779762,0.1795325,0.1982082],"study_design_scores_gemma":[0.00000243306,0.000009642376,0.0009406856,0.0004574975,0.000004632273,0.0001640374,0.01768968,0.0001176195,0.00005354672,0.1600408,0.8205093,0.00001012032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02841469,0.2721335,0.02504321,0.2840736,0.005921281,0.00006460478,0.0004181378,0.0003695033,0.3835615],"genre_scores_gemma":[0.660508,0.1685732,0.03727639,0.02405263,0.00285913,0.0002721087,0.0005881038,0.0005769351,0.1052935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01170136,"threshold_uncertainty_score":0.03807694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960397565226115,"score_gpt":0.2649780354941198,"score_spread":0.2353740598418587,"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."}}