{"id":"W2016487701","doi":"10.1007/s12237-011-9466-7","title":"The Role of Submerged Aquatic Vegetation in Structuring the Nearshore Fish Community Within an Estuary of the Southern Gulf of St. Lawrence","year":2011,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick; University of Prince Edward Island","funders":"","keywords":"Zostera marina; Estuary; Gasterosteus; Stickleback; Biology; Fishery; Fundulus; Ecology; Habitat; Seagrass; Fish <Actinopterygii>","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":[],"consensus_categories":[],"category_scores_codex":[0.0004579731,0.00007306591,0.0001270099,0.00001523403,0.0002023594,0.00001116835,0.0003310313,0.00003562454,0.00002679962],"category_scores_gemma":[0.00005079836,0.00003454246,0.00002323466,0.000106017,0.0004497251,0.00006654474,0.00006241865,0.0001704036,3.878421e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.429576e-7,"about_ca_system_score_gemma":0.00003269156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1111854,"about_ca_topic_score_gemma":0.5326415,"domain_scores_codex":[0.9991667,0.0003063677,0.0002316144,0.00007069608,0.000112427,0.0001121821],"domain_scores_gemma":[0.999345,0.0002020495,0.0001742702,0.0002349756,0.00002372538,0.00001998585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109359,0.00001804187,0.8804904,0.00001853032,0.00001320783,3.074063e-7,0.01774938,0.0001461821,0.0001239921,0.0004739623,0.000002781333,0.1008538],"study_design_scores_gemma":[0.0001075585,0.0001845139,0.9681683,0.00002301681,0.000009539998,0.000003890911,0.01588376,0.002671225,0.0009282138,0.01190378,0.00006664515,0.0000496154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997918,0.0002654699,0.000003097204,0.00003578515,0.0000590896,0.0001052133,0.00003465941,0.00000299151,0.001575681],"genre_scores_gemma":[0.9998473,0.00004509409,0.000029031,0.00002536482,0.000008426346,8.546817e-7,0.00001558292,0.000001452151,0.00002687151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4214561,"threshold_uncertainty_score":0.8947333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668637570453008,"score_gpt":0.1885321480974638,"score_spread":0.1718457723929337,"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."}}