{"id":"W2027152115","doi":"10.1371/journal.pone.0056939","title":"Recruitment, Growth and Mortality of an Antarctic Hexactinellid Sponge, Anoxycalyx joubini","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Office of Polar Programs; Division of Polar Programs; National Science Foundation","keywords":"Sponge; Ecosystem; Ecology; Marine ecosystem; Biology; Climate change; Invertebrate; Iceberg; Population; Oceanography; Geography; Geology; Sea ice; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000167714,0.00009430981,0.0001978222,0.00002147591,0.00006531207,0.000007938013,0.0001181836,0.0000895682,0.006190969],"category_scores_gemma":[0.00005559511,0.00008345994,0.00001933613,0.00008542617,0.00029836,0.0002267715,0.0001127956,0.0001055458,0.0002803464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002653156,"about_ca_system_score_gemma":0.000004287981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006277874,"about_ca_topic_score_gemma":0.0001952213,"domain_scores_codex":[0.9991651,0.00008321653,0.0001766014,0.0002525825,0.0001077516,0.0002147825],"domain_scores_gemma":[0.9995353,0.00006085695,0.00007918155,0.0002077393,0.000008018573,0.0001089217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002169011,0.0009045121,0.9009449,0.00002444023,0.00005938112,0.000003590662,0.0001468806,0.000001415306,0.09747092,0.00003749946,0.00009154422,0.0002931674],"study_design_scores_gemma":[0.0002388286,0.0002996864,0.9635147,0.000007334523,0.00005197388,0.000004643814,0.0000707524,0.0002258161,0.03417569,0.001272257,0.0000314058,0.0001069172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958207,0.00002114686,0.000003417485,0.0002211288,0.00002360003,0.0003818507,0.000006235802,0.00002172571,0.003500206],"genre_scores_gemma":[0.9984272,0.0001015376,0.0009359398,0.0002129364,0.00002277923,0.00003448491,0.000009889963,0.000006988831,0.0002482383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329524,"threshold_uncertainty_score":0.9947175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822863648625811,"score_gpt":0.2613151637381974,"score_spread":0.1790287988756163,"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."}}