{"id":"W2316666724","doi":"10.3354/meps09915","title":"Impacts of biogenic structures on benthic assemblages: microbes, meiofauna, macrofauna and related ecosystem functions","year":2012,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Benthic zone; Meiobenthos; Polychaete; Bioturbation; Ecology; Ecosystem; Intertidal zone; Ecosystem engineer; Environmental science; Oceanography; Marine ecosystem; Habitat; Sediment; Biology; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006666291,0.0002390412,0.0004043516,0.0002400241,0.0003519219,0.0000256534,0.0002241113,0.0004052294,0.005853432],"category_scores_gemma":[0.0001386729,0.0001870373,0.00006980383,0.000233955,0.0005864449,0.0002684757,0.0001513807,0.0003625735,0.0001731519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143717,"about_ca_system_score_gemma":0.00006128494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000221714,"about_ca_topic_score_gemma":0.006936647,"domain_scores_codex":[0.9980954,0.0003496438,0.0003784146,0.0003279464,0.0001136047,0.0007350139],"domain_scores_gemma":[0.9989834,0.0002834286,0.000188818,0.0002639713,0.00006585584,0.0002145663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002922571,0.00006487352,0.9948038,0.00009460726,0.0001917613,0.00001482481,0.0001104453,0.000008145427,0.00005333054,0.0003796417,0.0005470239,0.003439299],"study_design_scores_gemma":[0.0004004848,0.00098801,0.994918,0.000008086732,0.00004513414,0.0004075057,0.0001614019,0.00003771046,0.000558391,0.0006383653,0.001658336,0.0001785938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947376,0.001279161,4.887208e-8,0.0005355719,0.0009947743,0.000363399,0.00006570178,0.00006217408,0.001961595],"genre_scores_gemma":[0.9982212,0.0002275045,0.00008185105,0.00006274103,0.00009291518,0.00001264447,0.0003365131,0.000007760312,0.0009568562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006714933,"threshold_uncertainty_score":0.9950554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997608366779713,"score_gpt":0.2347088809541936,"score_spread":0.2247327972863964,"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."}}