{"id":"W3081883431","doi":"10.3390/w12092424","title":"Biodiversity and Habitat Assessment of Coastal Benthic Communities in a Sub-Arctic Industrial Harbor Area","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Fisheries and Oceans Canada; Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Institut Nordique De Recherche En Environnement Et En Santé Au Travail","keywords":"Benthic zone; Ecosystem; Arctic; Biodiversity; Habitat; Environmental science; Oceanography; Ecology; Geography; Marine ecosystem; Benthos; Benthic habitat; Estuary; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886033,0.0001709818,0.0001249278,0.000964243,0.0005302762,0.0004618519,0.0001891052,0.0001061578,0.0005583434],"category_scores_gemma":[0.0003042218,0.00008075243,0.0001494657,0.001092932,0.0002488982,0.0001262804,0.000264775,0.00008949319,0.00008932625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881886,"about_ca_system_score_gemma":0.001144454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6943669,"about_ca_topic_score_gemma":0.8805142,"domain_scores_codex":[0.9999037,0.00001605761,0.000005296561,0.00002088182,0.00002590209,0.00002830807],"domain_scores_gemma":[0.9997199,0.00002249853,0.00007283326,0.00001033362,0.0001141551,0.00006027894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004263554,0.00001556096,0.9917526,0.000009589863,0.00002184108,0.00006184555,0.0004239976,0.0002737334,0.001661631,0.00001271167,0.00007449661,0.005649477],"study_design_scores_gemma":[5.084758e-7,0.00001466648,0.9988456,0.000002110238,0.00000329777,0.00001888247,0.0006386733,0.0002851278,0.0000603343,0.000003310222,0.0001261032,0.000001279011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996068,0.00002121699,0.00004200864,0.000004164614,3.598501e-7,0.00000265123,0.0001628384,0.00000124977,0.0001587218],"genre_scores_gemma":[0.9991298,0.00004581832,0.0002249554,0.000004341441,6.753393e-7,0.000004182978,0.0003049867,6.5043e-7,0.000284574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6943669,"threshold_uncertainty_score":0.6148661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07022518859236365,"score_gpt":0.2403373575319405,"score_spread":0.1701121689395769,"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."}}