{"id":"W4379058223","doi":"10.7717/peerj.15421","title":"Baseline dynamics of Symbiodiniaceae genera and photochemical efficiency in corals from reefs with different thermal histories","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coral; Reef; Acropora; Porites; Coral reef; Coral bleaching; Biology; Ecology; Scleractinia; Anthozoa; Symbiodinium; Holobiont; Cnidaria; Symbiosis","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":[0.0001027174,0.0001015001,0.0001998512,0.00002304893,0.00003776552,0.00000595672,0.000085338,0.00002756043,0.0001606779],"category_scores_gemma":[0.00003078813,0.00007069016,0.00001919251,0.0001579384,0.0001211751,0.00003419527,0.0002446663,0.00005817488,0.00001284866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009076768,"about_ca_system_score_gemma":0.000003543376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043508,"about_ca_topic_score_gemma":0.004237494,"domain_scores_codex":[0.9992918,0.0000208513,0.0001576198,0.000210104,0.0001675704,0.0001520441],"domain_scores_gemma":[0.9997182,0.00006885461,0.00004731086,0.000120991,0.000006281408,0.00003832544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005885542,0.00007865654,0.9683563,0.00002076261,0.00000899107,0.00001037502,0.0008996275,0.00005595801,0.02719267,0.00004101096,0.00109865,0.002178211],"study_design_scores_gemma":[0.0005532528,0.000121195,0.9756444,0.00002642052,0.00001617426,0.00000172224,0.0002734893,0.01865113,0.003670208,0.0002181613,0.0006317442,0.0001920898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984428,0.00005819532,0.00003452134,0.0004738538,0.00006353487,0.0001333582,0.00004731453,0.00002996737,0.0007164783],"genre_scores_gemma":[0.9989321,0.00002118013,0.000088074,0.00001535351,0.00001851468,0.00002127812,0.00004177169,0.000006341812,0.0008553499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02352247,"threshold_uncertainty_score":0.3089187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008986226525408108,"score_gpt":0.1987485602349539,"score_spread":0.1897623337095457,"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."}}