{"id":"W4386032590","doi":"10.3389/fevo.2023.994533","title":"Invertebrate communities of Bay of Fundy salt marsh pools: comparison of a natural and recovering marsh","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Australian Centre for Advanced Photovoltaics; McGill University","keywords":"Salt marsh; Bay; Marsh; Ecology; Invertebrate; Species richness; Biomass (ecology); Chironomidae; Spartina alterniflora; Brackish marsh; Biota; Environmental science; Fauna; Estuary; Biology; Wetland; Oceanography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398787,0.0001592916,0.0001949914,0.0007170219,0.0003976401,0.0003702816,0.000204741,0.0001800337,0.0005438306],"category_scores_gemma":[0.0006402478,0.000157184,0.000168691,0.0002888955,0.0004256013,0.0003385115,0.0005784605,0.0001023557,0.0001095484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305005,"about_ca_system_score_gemma":0.0002900652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460395,"about_ca_topic_score_gemma":0.04389495,"domain_scores_codex":[0.9998791,0.00001982164,0.00001360329,0.00002829971,0.00002391553,0.00003522896],"domain_scores_gemma":[0.999543,0.00003086701,0.0001878136,0.0000276182,0.00006485535,0.0001459321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285947,0.00002626575,0.9896969,0.00001135637,0.00002653542,0.00015582,0.000737528,0.00004079627,0.007474154,0.00001382248,0.00002895174,0.001659371],"study_design_scores_gemma":[9.6411e-7,0.00005333636,0.9995746,8.491995e-7,0.000002253239,0.00005012562,0.000147864,0.00004907661,0.00008570884,0.000001799278,0.00003254295,9.031323e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999388,0.000007446325,0.000005549879,0.000001423819,1.247272e-7,8.744047e-7,0.00001778716,3.205559e-7,0.00002765577],"genre_scores_gemma":[0.9997577,0.00001519866,0.00003401286,0.000003124145,7.125435e-7,0.000002555891,0.00009934911,3.47783e-7,0.00008703813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.985396,"threshold_uncertainty_score":0.02903789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901232407151696,"score_gpt":0.2183021383419143,"score_spread":0.2092898142703973,"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."}}