{"id":"W4391971044","doi":"10.1007/s00227-024-04400-x","title":"The microbial community of coral reefs: biofilm composition on artificial substrates under different environmental conditions","year":2024,"lang":"en","type":"article","venue":"Marine Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tel Aviv University; Dalhousie University","keywords":"Biology; Coral; Biofilm; Coral reef; Artificial reef; Ecology; Reef; Composition (language); Microbial population biology; Biofouling; Oceanography; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001248335,0.0001279944,0.0001455463,0.00002329488,0.000393654,0.00002128916,0.0001554172,0.00005280393,0.0007531269],"category_scores_gemma":[0.000004969319,0.00008036596,0.0000691965,0.00006178906,0.0005144976,0.00003016041,0.0004731883,0.0002020743,0.0002319737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042479,"about_ca_system_score_gemma":0.000003410381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101214,"about_ca_topic_score_gemma":0.002417578,"domain_scores_codex":[0.9992019,0.0001751187,0.0002214434,0.000156782,0.00006222344,0.0001825662],"domain_scores_gemma":[0.9995062,0.0002352139,0.00004796387,0.0001782589,0.000002286742,0.00003006025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001401699,0.0004766216,0.1217239,0.00002321647,0.0001037134,0.000004308765,0.0001605429,0.00002565124,0.845899,0.01408296,0.003579781,0.01378012],"study_design_scores_gemma":[0.0001888575,0.0006480051,0.9530997,0.00001777849,0.0000349768,0.0000166313,0.0002724409,0.0002518384,0.02548702,0.01372323,0.006065351,0.0001941564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958211,0.00003070783,0.00001223276,0.0006764197,0.0004700913,0.000157953,0.0001194634,0.00003469088,0.002677315],"genre_scores_gemma":[0.999143,0.00004203469,0.000008003851,0.00006125358,0.00006247713,0.00002058627,0.0002653161,0.000006876643,0.0003904577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8313758,"threshold_uncertainty_score":0.8246211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964604378999354,"score_gpt":0.2434652585048263,"score_spread":0.2238192147148328,"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."}}