{"id":"W2599770624","doi":"10.5751/es-07483-200318","title":"The role of strong-tie social networks in mediating food security of fish resources by a traditional riverine community in the Brazilian Amazon","year":2015,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Amazon rainforest; Food security; Fish <Actinopterygii>; Food insecurity; Fishery; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008811039,0.00006710595,0.0001352667,0.000001846175,0.0003048473,0.000008898638,0.0002012661,0.0001313302,0.000007176188],"category_scores_gemma":[0.00003603803,0.00002111459,0.00004740018,0.0001369702,0.0002008896,0.00003828872,0.00006595943,0.0003178378,9.361898e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222907,"about_ca_system_score_gemma":0.000008484397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003085748,"about_ca_topic_score_gemma":0.009714752,"domain_scores_codex":[0.9991181,0.0003728241,0.0001801144,0.00007341147,0.0001040532,0.00015144],"domain_scores_gemma":[0.9992554,0.0005688656,0.0001004764,0.00002181234,0.00002932359,0.00002415441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009762927,0.0006624731,0.887378,0.00001313869,0.00007551476,6.797828e-7,0.07031713,0.00004536126,0.0001916524,0.005583402,0.02658102,0.009053958],"study_design_scores_gemma":[0.0002221693,0.0002106389,0.9552506,0.000003383514,0.000002840928,8.307157e-7,0.02891277,0.0001320206,0.00003121463,0.01399249,0.001192252,0.00004885005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998283,0.0001403279,9.939927e-8,0.0009215802,0.00002680163,0.0001102472,0.00005402511,0.000004259202,0.0004596792],"genre_scores_gemma":[0.9995891,0.0000626411,0.000005632781,0.0001720605,0.00007081205,0.00001309252,0.00008139515,2.992506e-7,0.000004983315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06787249,"threshold_uncertainty_score":0.542106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639666624424604,"score_gpt":0.2012671979340288,"score_spread":0.1848705316897827,"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."}}