{"id":"W4387518540","doi":"10.7717/peerj.16101","title":"Dead but not forgotten: complexity of <i>Acropora palmata</i> colonies increases with greater composition of dead coral","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of Victoria","funders":"","keywords":"Acropora; Coral; Dead sea; Biology; Composition (language); Ecology; Oceanography; Geology; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0001270953,0.0001275041,0.0003042707,0.00003321538,0.0001075309,0.000008423226,0.0001344936,0.00002741709,0.0001338967],"category_scores_gemma":[0.0000119769,0.000095259,0.00005289124,0.0002270133,0.0004446109,0.0001022717,0.0003428887,0.00004727356,0.0001268568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003725641,"about_ca_system_score_gemma":0.00000683895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170774,"about_ca_topic_score_gemma":0.00336789,"domain_scores_codex":[0.9990538,0.00003469682,0.0002321016,0.0001904951,0.0002856439,0.0002032768],"domain_scores_gemma":[0.9995589,0.00005128002,0.0001405131,0.0001730142,0.00003261986,0.00004369991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927275,0.0001007396,0.969173,0.0001234996,0.00003858629,0.00001704088,0.0002822992,0.00004362153,0.02475118,0.0002567414,0.004570286,0.0004503299],"study_design_scores_gemma":[0.0004627887,0.0003204031,0.9513599,0.0000445333,0.0000366887,0.00001370784,0.0002564837,0.0002879174,0.04619347,0.0002913309,0.0005885973,0.0001441741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976639,0.0000106259,0.00003277461,0.0004532433,0.00004635736,0.0001998209,0.0001792151,0.00006069299,0.00135333],"genre_scores_gemma":[0.9989374,0.000008132741,0.0004120378,0.00005394526,0.00001513331,0.00002075095,0.00006743352,0.000009630841,0.0004755176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144229,"threshold_uncertainty_score":0.9948734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454438620294946,"score_gpt":0.2369409779338023,"score_spread":0.2023965917308528,"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."}}