{"id":"W1977146354","doi":"10.3897/biorisk.3.15","title":"Key Biodiversity Areas: Rapid assessment of fish fauna in southern Iraq","year":2009,"lang":"en","type":"article","venue":"BIORISK – Biodiversity and Ecosystem Risk Assessment","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rogers Communications (Canada)","funders":"","keywords":"Fauna; Biodiversity; Marsh; Geography; Fish <Actinopterygii>; Key (lock); Abundance (ecology); Ecology; Fishery; Environmental resource management; Environmental science; Biology; Wetland","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":[0.002046741,0.0003115162,0.0005568991,0.0003920822,0.001085196,0.0002317176,0.0005839771,0.0002209259,0.0001965678],"category_scores_gemma":[0.00001963786,0.0003196438,0.000198914,0.0004805556,0.0002259892,0.0003523253,0.000204138,0.0003052321,0.00005088546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006912733,"about_ca_system_score_gemma":0.0001887523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553979,"about_ca_topic_score_gemma":0.01188819,"domain_scores_codex":[0.9966301,0.0007740973,0.0004799382,0.0006485567,0.0008501254,0.0006171291],"domain_scores_gemma":[0.9987206,0.00008594066,0.0004101855,0.0003884594,0.0001191898,0.0002755664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005139249,0.0004376697,0.9755939,0.00009054261,0.0001149193,0.00003415404,0.01531415,0.00005141215,0.00002091664,0.0003686021,0.002536928,0.005385406],"study_design_scores_gemma":[0.002309486,0.0004553023,0.8271664,0.0001150835,0.0002410364,0.000001140352,0.05851853,0.0002086037,0.00003327546,0.0001533618,0.1102012,0.0005966095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885412,0.000117349,0.0002651168,0.003043099,0.0003030583,0.0009322453,0.001632896,0.0001200998,0.005044906],"genre_scores_gemma":[0.9974892,0.001419154,0.0007125645,0.0002034342,0.00005059331,0.000005065856,0.00005263068,0.000004267734,0.00006308698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484275,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620489588345118,"score_gpt":0.2542551135066705,"score_spread":0.2380502176232193,"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."}}