{"id":"W4392375370","doi":"10.3390/land13030323","title":"Counteract Soil Consumption through Ecosystem Services and Landscape Restoration for an Efficient Urban Regeneration","year":2024,"lang":"en","type":"article","venue":"Land","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ecosystem services; Regeneration (biology); Ecosystem; Restoration ecology; Consumption (sociology); Environmental resource management; Environmental science; Agroforestry; Geography; Ecology; Biology; Sociology","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":[0.0008152479,0.0003034975,0.0002475409,0.001082247,0.0004644472,0.001227675,0.0004608016,0.0003017448,0.002243807],"category_scores_gemma":[0.0008798452,0.00009575079,0.0003519546,0.001018592,0.0005917168,0.000650633,0.001040116,0.0002488868,0.0003642515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969743,"about_ca_system_score_gemma":0.002551678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007426917,"about_ca_topic_score_gemma":0.04208254,"domain_scores_codex":[0.999531,0.0001739362,0.00001873505,0.0000480454,0.0001067279,0.0001215884],"domain_scores_gemma":[0.99951,0.00007525065,0.0001794534,0.00006765099,0.00008818322,0.00007947643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006002787,0.001097497,0.3743467,0.001718184,0.0002702494,0.00074121,0.003895516,0.02117834,0.05942635,0.007672478,0.006093263,0.5229599],"study_design_scores_gemma":[0.00003223935,0.0007419485,0.9319305,0.0002978774,0.0001471405,0.0002211841,0.004205145,0.01613195,0.01090323,0.00395548,0.0313859,0.00004727281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696389,0.0006996308,0.01006205,0.0006144809,0.00002451729,0.0001952786,0.0004336302,0.0003179674,0.01801351],"genre_scores_gemma":[0.9865348,0.000301134,0.01150587,0.00006646856,0.00001031336,0.00007647538,0.0001933694,0.00002959358,0.001281834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007426917,"threshold_uncertainty_score":0.01476735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531673260071374,"score_gpt":0.2439986083375512,"score_spread":0.2286818757368375,"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."}}