{"id":"W4412037387","doi":"10.18261/let.58.2.5","title":"Surviving the depths: metazoan resilience in sulphidic aquaria environments","year":2025,"lang":"en","type":"article","venue":"Lethaia","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Resilience (materials science); Ecology; Oceanography; Geology; Biology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447526,0.0003488333,0.000323352,0.0004947166,0.0006632541,0.0006437678,0.0003256832,0.0005225181,0.001333801],"category_scores_gemma":[0.0002540411,0.0002042214,0.0002279948,0.0002439875,0.0006310621,0.0005843702,0.001505341,0.0003782766,0.0001604904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102813,"about_ca_system_score_gemma":0.000363675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290756,"about_ca_topic_score_gemma":0.007015558,"domain_scores_codex":[0.9998828,0.000009550099,0.000008873244,0.00003455271,0.00002532235,0.00003896847],"domain_scores_gemma":[0.9998511,0.000009315667,0.00005682079,0.000007031654,0.00001730749,0.00005843185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007407566,0.00009289809,0.1467436,0.0002422062,0.00009828505,0.0007950259,0.001853376,0.000577446,0.8393646,0.0002136877,0.0001401916,0.009137986],"study_design_scores_gemma":[0.00001024189,0.000708312,0.9741809,0.00002335333,0.00005127524,0.0003878538,0.00244134,0.0008732154,0.01965089,0.0003167615,0.001325691,0.00003019702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992684,0.000138507,0.0000654629,0.00005060839,0.000002192689,0.000005259186,0.00009573754,0.000006110294,0.0003678729],"genre_scores_gemma":[0.9992636,0.0001216792,0.0001825184,0.00003363532,0.000003488913,0.00000690272,0.00008948288,0.000002173434,0.0002965676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003290756,"threshold_uncertainty_score":0.006543159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081899104433416,"score_gpt":0.2435265471690048,"score_spread":0.2327075561246706,"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."}}