{"id":"W4414284261","doi":"10.1098/rsos.250514","title":"Diversity and distribution of extracellular microcrystals in holothuroid echinoderms","year":2025,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"World Wildlife Fund Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biomineralization; Calcium; Calcium carbonate; Calcium oxalate; Oxalate; Extracellular; Integumentary system; Coelom","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009731427,0.00006934263,0.0001474743,0.000005793919,0.001426559,0.00002751769,0.0008166534,0.00009628326,0.00004647454],"category_scores_gemma":[0.00006124842,0.00003188965,0.00004219314,0.0004628781,0.0006871947,0.0001535957,0.003652719,0.0001047315,0.00000132999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003632185,"about_ca_system_score_gemma":0.00002235243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062107,"about_ca_topic_score_gemma":0.001155667,"domain_scores_codex":[0.9991804,0.00004078373,0.0001435212,0.0003224921,0.0000803814,0.0002324493],"domain_scores_gemma":[0.9997066,0.0001044334,0.00005863695,0.0000510073,0.00003934497,0.00003996175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001174992,0.00005799386,0.8983917,0.000004956353,0.000003163043,7.739433e-7,0.0003359766,0.000008634773,0.09710836,0.001170876,0.0002084098,0.002697445],"study_design_scores_gemma":[0.0001385477,0.00004835351,0.9907864,0.00001118794,0.000003563031,9.229743e-7,0.0003253887,0.0008363865,0.005680171,0.00157664,0.0005210871,0.00007134576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981197,0.0002092188,0.00004980607,0.0007368269,0.00005279154,0.0001696185,0.00001907525,0.000008659,0.0006342797],"genre_scores_gemma":[0.9992529,0.00004209029,0.00008617322,0.0001969429,0.000005474153,0.000002554704,0.00001049141,1.431522e-7,0.0004032845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09239474,"threshold_uncertainty_score":0.9998735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414797724811598,"score_gpt":0.2381523137312906,"score_spread":0.2240043364831746,"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."}}