{"id":"W2160466744","doi":"10.1007/s10531-012-0425-9","title":"Matrix type alters structure of aquatic vertebrate assemblages in cypress domes","year":2012,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Park Service; McGill University","keywords":"Metacommunity; Cypress; Ecology; Nestedness; Biodiversity; Community structure; Beta diversity; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006948868,0.00005060698,0.00008026123,0.0000161052,0.00004855723,0.000005507644,0.00005543924,0.00002942,0.0003259521],"category_scores_gemma":[0.00002023412,0.00004738126,0.00001052946,0.0001249378,0.00006066595,0.000218831,0.0001447553,0.00003067528,0.00004252237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002816254,"about_ca_system_score_gemma":0.000002338663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286916,"about_ca_topic_score_gemma":0.001574384,"domain_scores_codex":[0.9996453,0.00002843931,0.00007009436,0.00007626521,0.00008773342,0.00009219075],"domain_scores_gemma":[0.9998465,0.00002392631,0.00004748258,0.00005240206,0.000004060537,0.00002558249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000183095,0.00001470768,0.9955471,0.00001903,0.000005350264,3.67941e-7,0.000277796,0.0000033533,0.00199956,0.000042268,0.001300114,0.0007721134],"study_design_scores_gemma":[0.0001621139,0.00001913733,0.9966425,0.00000528717,0.00001292609,5.045875e-7,0.0001399778,0.0001122182,0.0007840622,0.00005008865,0.002016139,0.00005501801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991114,0.0001878295,0.000003319305,0.0002656353,0.00004698534,0.00006974396,0.00000631965,0.000005318589,0.0003034812],"genre_scores_gemma":[0.9994537,0.0001392318,0.0001314158,0.0002294881,0.000004371284,2.308904e-7,0.000005638377,8.356823e-7,0.0000350479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003712532,"threshold_uncertainty_score":0.7992271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065214101841163,"score_gpt":0.2307765938544017,"score_spread":0.2101244528359901,"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."}}