{"id":"W1979795670","doi":"10.1080/14634980802319135","title":"Freshwater fishes and aquatic habitats in Peru: Current knowledge and conservation","year":2008,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Fishing; Geography; Habitat; Fishery; Characidae; Deforestation (computer science); Drainage basin; Ecology; Catch per unit effort; Biodiversity; Fish <Actinopterygii>; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007841745,0.000348769,0.0003270482,0.002871006,0.0007889915,0.001244897,0.0006197663,0.0006255049,0.003289993],"category_scores_gemma":[0.001137506,0.0002735252,0.0002169154,0.004595916,0.001693694,0.001859978,0.001505141,0.0004059348,0.0003535084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006358572,"about_ca_system_score_gemma":0.00097338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448309,"about_ca_topic_score_gemma":0.0272642,"domain_scores_codex":[0.9997647,0.00005770389,0.00003036643,0.00006481069,0.00004475797,0.00003750297],"domain_scores_gemma":[0.9992217,0.0002394083,0.0002748529,0.00005639779,0.0001109684,0.00009664986],"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":[0.0001230566,0.00006590517,0.3740331,0.004277382,0.00009991141,0.001358504,0.01052999,0.000305591,0.004527916,0.003729566,0.005404037,0.5955451],"study_design_scores_gemma":[0.00000799376,0.0001095059,0.893833,0.001399149,0.00005125102,0.001793699,0.005151649,0.0002050103,0.0001520197,0.001535347,0.09573261,0.00002883414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4274097,0.5277422,0.001487225,0.01261692,0.00008156892,0.00005514368,0.001553408,0.0001257017,0.02892807],"genre_scores_gemma":[0.7297456,0.2610133,0.00298983,0.001246928,0.000316657,0.00008966791,0.001293009,0.00001462821,0.003290344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448309,"threshold_uncertainty_score":0.02879757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445178259423372,"score_gpt":0.2806369032492184,"score_spread":0.2461851206549847,"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."}}