{"id":"W1995687085","doi":"10.1007/s10980-012-9725-4","title":"Resilience, experimentation, and scale mismatches in social-ecological landscapes","year":2012,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":274,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Landscape ecology; Ecosystem services; Resilience (materials science); Environmental resource management; Sustainability; Psychological resilience; Ecosystem; Ecology; Scale (ratio); Environmental planning; Geography; Environmental science; Habitat","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":[0.007469819,0.0003221501,0.0005112664,0.0008774524,0.001203001,0.002413751,0.0008316613,0.00154023,0.006609185],"category_scores_gemma":[0.04930206,0.0002886491,0.0004693481,0.0006612911,0.007014714,0.004741002,0.004160189,0.0009460147,0.0001499176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236843,"about_ca_system_score_gemma":0.0006475025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533194,"about_ca_topic_score_gemma":0.002182917,"domain_scores_codex":[0.9957604,0.002722366,0.0001857393,0.0006073232,0.0002868237,0.0004374068],"domain_scores_gemma":[0.9597953,0.02705763,0.005069091,0.006068036,0.0005050889,0.001504873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001552759,0.001225947,0.4555419,0.0002566729,0.0006208176,0.0009475013,0.01188078,0.07392199,0.0119739,0.3709168,0.001047648,0.0701133],"study_design_scores_gemma":[0.0001402877,0.0006292473,0.2610257,0.0000776149,0.0001392951,0.0005269414,0.009884672,0.05241873,0.002500154,0.6691616,0.00340715,0.00008863697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845586,0.0001185104,0.00607813,0.0007405317,0.000007121997,0.0000178415,0.00002776767,0.00002140573,0.008429949],"genre_scores_gemma":[0.9995362,0.00001011003,0.000302736,0.00001661926,0.000001595006,0.000007515346,0.000005203355,0.000002642889,0.0001175316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007469819,"threshold_uncertainty_score":0.03950465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008500894985861278,"score_gpt":0.2377231625415846,"score_spread":0.2292222675557233,"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."}}