{"id":"W4210367244","doi":"10.3389/fsufs.2021.782633","title":"Sustainability Dimensions Assessment in Four Traditional Agricultural Systems in the Amazon","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Sustainability; Agriculture; Indigenous; Food sovereignty; Food security; Amazon rainforest; Sustainable development; Corporate governance; Food systems; Sustainable agriculture; Geography; Sovereignty; Environmental planning; Environmental resource management; Biosphere; Natural resource economics; Business; Political science; Economics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005281056,0.0004861181,0.0008655056,0.0005345943,0.0007748177,0.0003028443,0.001214749,0.0001641663,0.00009255319],"category_scores_gemma":[0.0002136487,0.0003416627,0.0002195475,0.005108217,0.0001593035,0.0007935004,0.000598519,0.001126064,0.000005705288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01961211,"about_ca_system_score_gemma":0.0002476161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03743856,"about_ca_topic_score_gemma":0.001128496,"domain_scores_codex":[0.9909503,0.003255674,0.001324962,0.001026021,0.001829329,0.001613653],"domain_scores_gemma":[0.9983396,0.0002697986,0.0004039618,0.0007153202,0.0001165201,0.0001548344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003753993,0.0004518663,0.4208773,0.0002567125,0.00004319063,0.0007694609,0.002709526,0.5362487,0.00001915057,0.008698865,0.0298368,0.00005084306],"study_design_scores_gemma":[0.00093591,0.0002995211,0.409214,0.00002950925,0.00002524908,0.0001266509,0.5543724,0.01105746,5.842413e-7,0.001286528,0.02218131,0.0004708309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852926,0.001598833,0.0002704432,0.001697206,0.001150116,0.00524819,0.00003539323,0.00006377818,0.004643484],"genre_scores_gemma":[0.9911959,0.00001084122,0.00006512902,0.00004767639,0.0001026214,0.00471152,0.00007108672,0.00002751294,0.003767782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5516629,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138341360599871,"score_gpt":0.2103606343870895,"score_spread":0.1989772207810908,"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."}}