{"id":"W2146134740","doi":"10.1590/s0102-311x2001000700030","title":"Ecological approaches to rural development projects","year":2001,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Ecosystem services; Environmental resource management; Sustainability; Total human ecosystem; Context (archaeology); Sustainable development; Psychological resilience; Environmental planning; Ecosystem; Resilience (materials science); Ecology; Business; Ecosystem health; Geography; Environmental science; Biology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002175088,0.0001491292,0.0001517512,0.00003526342,0.0001645685,0.00005140127,0.0003411955,0.0001101317,0.002074315],"category_scores_gemma":[0.00001851658,0.0001100841,0.00003978964,0.0002604728,0.0000165324,0.0001280857,0.0002481487,0.0001079184,0.003803728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218841,"about_ca_system_score_gemma":0.00002364334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008202609,"about_ca_topic_score_gemma":0.0004330312,"domain_scores_codex":[0.9987563,0.00004213499,0.0001959792,0.0002918759,0.0002136576,0.0004999903],"domain_scores_gemma":[0.9994761,0.00002878594,0.00004040068,0.0001932959,0.000003273242,0.0002581326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000703374,0.0003802886,0.9526533,0.00004415901,0.00003683777,0.00007359421,0.003951205,0.001053835,0.001379662,0.0001881911,0.00864505,0.03152348],"study_design_scores_gemma":[0.0002730724,0.00008258604,0.6348966,0.00001877879,0.000008941608,0.00007432351,0.0003158927,0.0009811013,0.001604493,0.0001208066,0.3613024,0.0003209902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620475,0.00002235894,0.000144042,0.002361688,0.0000579981,0.0003258117,0.000001279556,0.00009690632,0.03494242],"genre_scores_gemma":[0.9961077,0.000009136638,0.001812386,0.001253676,0.00008758023,0.0001284519,0.000007142624,0.00001273069,0.0005811695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526573,"threshold_uncertainty_score":0.9988379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07636566674064225,"score_gpt":0.2281134560916914,"score_spread":0.1517477893510491,"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."}}