{"id":"W4212793473","doi":"10.1080/26395916.2022.2032357","title":"Using a leverage points perspective to compare social-ecological systems: a case study on rural landscapes","year":2022,"lang":"en","type":"article","venue":"Ecosystems and People","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Research Council; Australian Government; Australian Research Council; Leuphana Universität Lüneburg; Alexander von Humboldt-Stiftung","keywords":"Sustainability; Leverage (statistics); Socioeconomic status; Psychological intervention; Ecological systems theory; Sustainability science; Perspective (graphical); Geography; Ecology; Environmental resource management; Social sustainability; Sociology; Computer science; Psychology; Economics; Population","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":[0.01657663,0.0005958078,0.0006827413,0.004240872,0.007664504,0.005684859,0.001919647,0.002240954,0.002898332],"category_scores_gemma":[0.016996,0.0004183253,0.0007754483,0.005306011,0.01101269,0.008433074,0.007237199,0.002222364,0.0002298961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006159349,"about_ca_system_score_gemma":0.002963843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230731,"about_ca_topic_score_gemma":0.0118055,"domain_scores_codex":[0.9772496,0.02023511,0.00035875,0.000538697,0.0009565047,0.0006613804],"domain_scores_gemma":[0.9823186,0.0149369,0.0008955637,0.0006428886,0.0008155935,0.0003903856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001240272,0.0003250777,0.01659358,0.001173616,0.00007877198,0.01306733,0.7774299,0.001750039,0.002225868,0.136828,0.002105431,0.04829833],"study_design_scores_gemma":[0.00004003173,0.0003000219,0.008864411,0.00102029,0.00006419083,0.001599492,0.906098,0.001752996,0.001360043,0.03796943,0.04089159,0.00003960087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947558,0.002412296,0.04438318,0.00700238,0.00009923519,0.00118321,0.0002346887,0.00003514871,0.04989403],"genre_scores_gemma":[0.9770318,0.001197515,0.019033,0.0004062652,0.00001649051,0.0006567676,0.00005232282,0.00002325554,0.001582603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657663,"threshold_uncertainty_score":0.08766669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710524529662831,"score_gpt":0.3066772253787317,"score_spread":0.2356247724124486,"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."}}