{"id":"W4415566382","doi":"10.1111/cobi.70164","title":"Importance and spatial patterns of invisible fisheries in Amazonian clear‐water rivers as revealed by fisher knowledge and collaboration","year":2025,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Social Sciences and Humanities Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Academy of Sciences; United States Agency for International Development","keywords":"Amazon rainforest; Catch per unit effort; Amazonian; Spatial ecology; Fishing; Fish <Actinopterygii>; Baseline (sea)","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":[],"consensus_categories":[],"category_scores_codex":[0.000182259,0.00008990513,0.0001692116,0.00004824575,0.00005641298,0.000009294922,0.00006881631,0.0001623382,0.0005217356],"category_scores_gemma":[0.00006014297,0.00007673245,0.00001032371,0.0001116183,0.0003746841,0.00009505431,0.00009644998,0.00007054737,0.000009737275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401071,"about_ca_system_score_gemma":0.00001769074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144169,"about_ca_topic_score_gemma":0.03117934,"domain_scores_codex":[0.9992203,0.000117167,0.0002394592,0.0002542332,0.00002213615,0.0001467547],"domain_scores_gemma":[0.9997281,0.00006108438,0.00006965174,0.00009616822,0.00001889236,0.00002604678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004755997,0.00003406535,0.9439454,0.0000117008,0.000004178299,7.140823e-7,0.0001900705,2.530262e-7,0.04857088,0.00003354629,0.005629185,0.001532446],"study_design_scores_gemma":[0.0005216253,0.0001649819,0.9832914,0.000008263929,0.000007716154,0.000001234954,0.0001578966,0.00006513124,0.002765811,0.0004485918,0.01248735,0.00007999165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942966,0.00006077221,0.00002932165,0.004429208,0.0001178136,0.0002135813,0.00002776781,0.00001074605,0.0008141758],"genre_scores_gemma":[0.9978073,0.0001161277,0.00008118352,0.001177386,0.00000649588,0.00002507013,0.00006916082,0.000003571929,0.0007137499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04580507,"threshold_uncertainty_score":0.9864991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022049961927797,"score_gpt":0.2498237815199917,"score_spread":0.2396032819007138,"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."}}