{"id":"W579773366","doi":"","title":"Crabs : anatomy, habitat, and ecological significance","year":2012,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; Biology; Eyestalk; Portunidae; Ecology; Salt marsh; Gill; Decapoda; Fiddler crab; Hepatopancreas; Fishery; Crustacean; Habitat; Detritus; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008993701,0.0001589591,0.0003060651,0.00003919637,0.0001786463,0.00000367697,0.0001660437,0.0007217219,0.01647932],"category_scores_gemma":[0.0004589786,0.0001246663,0.00002870599,0.00008828541,0.003004234,0.00008947504,0.0004304411,0.0004164225,0.0005477524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003247207,"about_ca_system_score_gemma":0.0000148266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099658,"about_ca_topic_score_gemma":0.0005994575,"domain_scores_codex":[0.998247,0.0003285174,0.0002310018,0.000379257,0.0001078635,0.0007063668],"domain_scores_gemma":[0.9987808,0.0005585003,0.0000561181,0.000133388,0.000004347356,0.0004668645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004870518,0.0001616321,0.9810226,0.000004603156,0.00001682659,0.00008331904,0.0001820808,5.020993e-7,0.000111752,0.00912484,0.002226286,0.007016868],"study_design_scores_gemma":[0.0005220288,0.0003076168,0.9785255,0.000001434656,0.00001810168,0.001005053,0.00006952177,0.0001107428,0.00003769691,0.007415477,0.01182987,0.000157005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854111,0.0006358528,0.0002199801,0.005255958,0.0005130917,0.0001193191,0.000001668669,0.00004177974,0.007801254],"genre_scores_gemma":[0.9940459,0.0002776368,0.0002875535,0.004540822,0.00008251137,0.00003066033,0.000006283263,0.000006388166,0.0007223085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593157,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009160250130306469,"score_gpt":0.2502377505733501,"score_spread":0.2410775004430436,"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."}}