{"id":"W1984999136","doi":"10.1016/j.seares.2012.05.004","title":"Wrack patches and their influence on upper-shore macrofaunal abundance in an Atlantic Canada sandy beach system","year":2012,"lang":"en","type":"article","venue":"Journal of Sea Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; University of Prince Edward Island; Parks Canada","keywords":"Macrophyte; Zostera marina; Ecology; Abundance (ecology); Environmental science; Intertidal zone; Shore; Seagrass; Aquatic plant; Tide pool; Habitat; Oceanography; Biology; Fishery; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734269,0.00009916747,0.0002133236,0.0001623161,0.000113109,0.00005853474,0.0002684018,0.00006135379,0.00009513967],"category_scores_gemma":[0.00007339914,0.00006182256,0.00002117141,0.000204784,0.0000875511,0.000309728,0.00002635574,0.0005810878,0.000007747942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002269,"about_ca_system_score_gemma":0.0002942308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5474371,"about_ca_topic_score_gemma":0.734924,"domain_scores_codex":[0.9983309,0.0003273996,0.0002707135,0.0001213804,0.0004442394,0.0005053976],"domain_scores_gemma":[0.9989709,0.0004028377,0.00008615274,0.0001093832,0.000125928,0.0003048417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002247594,0.00001933732,0.9700825,0.00004677596,0.000008492661,0.0001285072,0.0002454984,0.00007493993,0.0001221414,0.00002294162,0.0003774475,0.02864667],"study_design_scores_gemma":[0.0002062955,0.0004663783,0.9907111,0.0000992005,0.000001847155,0.0005115833,0.002518189,0.0009990219,0.0001313819,0.00003367644,0.004231458,0.0000898705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968606,0.0009542591,0.000001003504,0.0002920241,0.0001109098,0.00007710137,0.0000369655,0.000002567369,0.0016646],"genre_scores_gemma":[0.9994646,0.0001180015,0.0000257278,0.00007684331,0.0002107125,3.651864e-7,0.00002054178,0.000002397763,0.00008080644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.187487,"threshold_uncertainty_score":0.4555766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487908394394246,"score_gpt":0.2753832422175376,"score_spread":0.2405041582735951,"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."}}