{"id":"W4410946843","doi":"10.1016/j.aquabot.2025.103914","title":"Rhodolith beds in the Eastern Tropical Pacific: Habitat structure and associated biodiversity","year":2025,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Smithsonian Tropical Research Institute; Vicerrectoría de Investigación, Universidad de Costa Rica; University of California, Riverside; Universidad de Costa Rica; Ministry of Environment; Canadian Celiac Association; Smithsonian Institution","keywords":"Biodiversity; Habitat; Geography; Oceanography; Ecology; Habitat destruction; Environmental science; Biology; Geology","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":[0.0001194349,0.0001208102,0.0001600486,0.000879504,0.0005253014,0.0005326873,0.0002829622,0.0001339323,0.001915265],"category_scores_gemma":[0.0003694487,0.0001534769,0.0001479492,0.001195484,0.0005412989,0.000292888,0.0007633363,0.0001417609,0.0001849899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513982,"about_ca_system_score_gemma":0.0005175698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1710556,"about_ca_topic_score_gemma":0.4306808,"domain_scores_codex":[0.999894,0.00001717777,0.00001173959,0.00002647353,0.00001471345,0.00003593002],"domain_scores_gemma":[0.9998167,0.00001815739,0.00007561463,0.00001027353,0.00002518888,0.00005417794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008871577,0.00003246105,0.987426,0.00006215063,0.00007736761,0.0002438087,0.003242258,0.00007836595,0.002747318,0.0001212547,0.0001283795,0.005751793],"study_design_scores_gemma":[8.127344e-7,0.000006372618,0.9981516,0.000004853612,0.000004663828,0.0000749021,0.001583039,0.00002829622,0.00002180468,0.00000822072,0.0001141686,0.000001300256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992799,0.00008615718,0.0000120467,0.000009901401,4.319465e-7,0.000003054123,0.0001157952,9.87149e-7,0.0004917103],"genre_scores_gemma":[0.999545,0.00008725272,0.0000389972,0.000007472361,9.196399e-7,0.000002970939,0.000143749,7.314597e-7,0.000172767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710556,"threshold_uncertainty_score":0.3401198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212819633040296,"score_gpt":0.2010584294018053,"score_spread":0.1889302330714024,"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."}}