{"id":"W2745325622","doi":"10.3389/fmars.2017.00262","title":"Responses of Coral-Associated Bacterial Communities to Local and Global Stressors","year":2017,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":334,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria; National Science Foundation","keywords":"Ecology; Coral; Coral reef; Biology; Microbiome; Species richness; Reef; Holobiont; Anthozoa; Symbiosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0005881605,0.0001077677,0.0002234746,0.00005480681,0.0003650754,0.00008115947,0.0007396308,0.00002696664,0.0001893959],"category_scores_gemma":[0.0003525456,0.00009586037,0.00001915594,0.0002357008,0.001999628,0.0003516603,0.003790761,0.000063933,0.000007699742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151763,"about_ca_system_score_gemma":0.00002612043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009870721,"about_ca_topic_score_gemma":0.01014047,"domain_scores_codex":[0.9989763,0.0000497066,0.0001863499,0.0002110526,0.0002868238,0.0002897162],"domain_scores_gemma":[0.9993657,0.000024364,0.0001235289,0.0003714492,0.00002075069,0.00009416149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009523699,0.00002988699,0.9743,0.000004594978,0.000003102605,0.000002933804,0.000256256,0.00001651036,0.0001869464,0.00004324141,0.001690776,0.02337047],"study_design_scores_gemma":[0.0002890297,0.0001095478,0.9961859,0.00002413919,0.000003779749,0.000001550004,0.0008529258,0.0003747946,0.0001724377,0.001009177,0.000862685,0.0001140428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901681,0.000004498685,0.0001251015,0.0003078909,0.0006692618,0.0001401098,0.00001805811,0.00001116389,0.008555804],"genre_scores_gemma":[0.99602,0.00001846442,0.003268131,0.00002790415,0.000008980894,0.000005873437,0.000001554143,0.000002938493,0.0006462047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325642,"threshold_uncertainty_score":0.9967226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282230903416485,"score_gpt":0.2483712166684158,"score_spread":0.235548907634251,"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."}}