{"id":"W4399070287","doi":"10.1007/s10980-024-01911-2","title":"New criteria for sustainable land use planning of metropolitan green infrastructures in the tropical Andes","year":2024,"lang":"en","type":"article","venue":"Landscape Ecology","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Pontificia Universidad Javeriana; Universidad del Valle","keywords":"Landscape ecology; Sustainable development; Metropolitan area; Geography; Land use; Environmental planning; Green infrastructure; Nature Conservation; Land-use planning; Environmental resource management; Agroforestry; Ecology; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002973121,0.001173501,0.001021924,0.004167914,0.001173386,0.00465365,0.001717362,0.001395911,0.005754583],"category_scores_gemma":[0.008754271,0.0005442568,0.001418907,0.003604279,0.001704466,0.002397125,0.00327736,0.001313166,0.000438783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005469461,"about_ca_system_score_gemma":0.004093037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03618587,"about_ca_topic_score_gemma":0.03709196,"domain_scores_codex":[0.9983973,0.0006121263,0.0001531995,0.0001892667,0.0003894015,0.0002586821],"domain_scores_gemma":[0.996841,0.00137142,0.0004411557,0.0001387158,0.0008800676,0.0003277236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008526164,0.0001174159,0.02579506,0.000346641,0.0001049855,0.0003037498,0.0005402958,0.8551933,0.001222315,0.07093577,0.004063781,0.04129134],"study_design_scores_gemma":[0.00002502265,0.0001087623,0.008455371,0.0001723917,0.00004447448,0.0001222847,0.001297034,0.9503403,0.0008863953,0.02708567,0.0114098,0.00005259781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2739781,0.001128396,0.6586722,0.001600327,0.0001233416,0.001357253,0.003686054,0.0004210991,0.05903336],"genre_scores_gemma":[0.7840395,0.0004102133,0.2093977,0.00008419636,0.00005256226,0.0008714082,0.001624498,0.0001413438,0.003378633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03618587,"threshold_uncertainty_score":0.0719505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443058636286964,"score_gpt":0.2779495295262333,"score_spread":0.2635189431633637,"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."}}