{"id":"W4390366046","doi":"10.18280/ijsdp.181235","title":"Ecological and Socio-Economic Sustainability of Built Environment of Peatlands Using Rap-Disease Control with Multi-Dimensional Scaling","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peat; Sustainability; Ecology; Scaling; Environmental science; Geography; Environmental resource management; Biology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001138646,0.0002143608,0.0003522315,0.0006766407,0.0002450938,0.0006943776,0.0003424707,0.0001899732,0.000546271],"category_scores_gemma":[0.002018065,0.0001204075,0.0004885461,0.0004779632,0.0004666754,0.0005077876,0.0004719365,0.0002261032,0.00002475792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005249185,"about_ca_system_score_gemma":0.0003222706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080655,"about_ca_topic_score_gemma":0.003605699,"domain_scores_codex":[0.9997118,0.0001440053,0.00002027372,0.00004323629,0.00004863635,0.00003207409],"domain_scores_gemma":[0.9989442,0.0005571524,0.0001879053,0.0001334613,0.0001354601,0.00004177663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008229695,0.00018766,0.01063213,0.00007613075,0.00009544929,0.00006427233,0.00008042168,0.9226453,0.007070173,0.01298381,0.0001854934,0.04589695],"study_design_scores_gemma":[0.000003183685,0.00004650647,0.002887179,0.000004277242,0.00001749201,0.000008485975,0.00003019957,0.9943035,0.0006169658,0.001942313,0.0001346472,0.000005356857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370028,0.0002306375,0.1586609,0.00008802299,0.00002723202,0.00005277213,0.00009144357,0.0001319975,0.003714299],"genre_scores_gemma":[0.9906188,0.00003251043,0.00909139,0.000003645824,0.000003261003,0.00001586437,0.00001973012,0.000004563987,0.000210228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004080655,"threshold_uncertainty_score":0.008113801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634902143739143,"score_gpt":0.2464874064443209,"score_spread":0.2301383850069294,"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."}}