{"id":"W2255609035","doi":"10.1641/0006-3568(2001)051[0389:tsotpc]2.0.co;2","title":"The Status of the Panama Canal Watershed and Its Biodiversity at the Beginning of the 21st Century","year":2001,"lang":"en","type":"article","venue":"BioScience","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"Smithsonian Tropical Research Institute; United States Agency for International Development; Smithsonian Institution; U.S. Department of Defense","keywords":"Panama canal; Watershed; Biodiversity; Panama; Geography; Ecology; Environmental science; Water resource management; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941544,0.0001795439,0.0001550176,0.0009432736,0.002001795,0.003580005,0.0004066632,0.0009980296,0.006368705],"category_scores_gemma":[0.001361878,0.0001123139,0.00007639726,0.002303504,0.001978327,0.004005862,0.001631459,0.001057539,0.0002752634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954524,"about_ca_system_score_gemma":0.001190156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02462657,"about_ca_topic_score_gemma":0.05342239,"domain_scores_codex":[0.9998005,0.00003154092,0.00001150045,0.00005310755,0.00005774217,0.00004579297],"domain_scores_gemma":[0.9994631,0.00006005291,0.0001600863,0.0000230603,0.0001424562,0.0001511852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002687857,0.00009968466,0.1874859,0.001489219,0.0000599886,0.002328007,0.0307778,0.0004210809,0.004213016,0.1109592,0.05106957,0.6108277],"study_design_scores_gemma":[0.000004626429,0.00007283946,0.2711681,0.0004031614,0.00001954832,0.001241795,0.007217925,0.0001486296,0.0003497094,0.006299283,0.7130404,0.00003400328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5674778,0.1991704,0.001054035,0.05781718,0.001499424,0.0000302144,0.001994601,0.00009958186,0.1708567],"genre_scores_gemma":[0.928879,0.05511748,0.001303926,0.001374223,0.0008638437,0.00002635274,0.0005383911,0.0000181237,0.01187868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462657,"threshold_uncertainty_score":0.04896641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008906402539467628,"score_gpt":0.1890634523466122,"score_spread":0.1801570498071446,"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."}}