{"id":"W2906231487","doi":"10.5376/ijms.2019.09.0002","title":"Taxonomic Diversity of the Fish Community Associated with Soft Bottoms in A Coastal Lagoon of the West Coast of Baja California Sur, Mexico","year":2018,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Geography; Fishery; West coast; Diversity (politics); Oceanography; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002115525,0.000279666,0.0001883884,0.001297559,0.0005951027,0.0005242731,0.0002096635,0.0001720906,0.000661735],"category_scores_gemma":[0.0003114874,0.0001656019,0.0001552412,0.0007846626,0.0004333321,0.0002153757,0.0004340771,0.0001634645,0.00006946544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621197,"about_ca_system_score_gemma":0.0005509733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1750772,"about_ca_topic_score_gemma":0.331582,"domain_scores_codex":[0.9998877,0.000009318212,0.000009444124,0.00004182143,0.00002529255,0.00002647354],"domain_scores_gemma":[0.9997917,0.00002441069,0.00008868396,0.00001016332,0.00004436725,0.00004074557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006784235,0.0000307611,0.9928113,0.00002680985,0.00002955804,0.0001043321,0.0007733289,0.00004727941,0.001127092,0.00001812981,0.000124245,0.004839403],"study_design_scores_gemma":[0.000001944578,0.00001270519,0.9992538,0.00000542646,0.000005268526,0.00002212897,0.0005079664,0.00002676515,0.0000165425,0.000002301181,0.0001442714,9.667555e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994947,0.00009736902,0.00002036074,0.00001311407,0.000001847182,0.000005050992,0.0001355294,0.000001455453,0.0002305429],"genre_scores_gemma":[0.9985296,0.0002966569,0.0001923053,0.00001540481,0.000005364087,0.00001849951,0.0004914121,9.255826e-7,0.0004497727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750772,"threshold_uncertainty_score":0.3481164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846587492029676,"score_gpt":0.2364420437495461,"score_spread":0.2179761688292494,"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."}}