{"id":"W6948718761","doi":"10.5061/dryad.2s75n","title":"Data from: A year in hypoxia: epibenthic community responses to severe oxygen deficit at a subsea observatory in a coastal inlet","year":2014,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Hypoxia (environmental); Upwelling; Fjord; Meltwater; Continental shelf; Oxygen minimum zone; Climate change; Halocline; Zooplankton; Copepod","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002375916,0.0002584747,0.0002559244,0.0008648645,0.0005811869,0.0004673704,0.0003442462,0.0004293791,0.003839409],"category_scores_gemma":[0.0005801891,0.0001374943,0.0002262921,0.001311306,0.0001827347,0.0002494931,0.0006355334,0.0002995361,0.001005139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012046,"about_ca_system_score_gemma":0.0005533263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08058194,"about_ca_topic_score_gemma":0.2331576,"domain_scores_codex":[0.9998012,0.0000196892,0.00002513052,0.00005508435,0.00005438992,0.00004447197],"domain_scores_gemma":[0.9990202,0.00008267031,0.0002198694,0.00009137113,0.0002957095,0.0002901537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005422483,0.0001717307,0.9565012,0.0001581148,0.00007969108,0.0004776206,0.001397152,0.0004596495,0.006926947,0.0000688486,0.02126389,0.01195301],"study_design_scores_gemma":[0.000006822203,0.00003206225,0.9939128,0.000008571654,0.000007798047,0.00002838294,0.0005865684,0.000143581,0.0002785217,0.000009817061,0.004978927,0.000006122614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8362071,0.00007424969,0.0003162283,0.0001400509,0.00003816146,0.00007592404,0.1598112,0.0001071669,0.003229855],"genre_scores_gemma":[0.7822213,0.0001354091,0.002491983,0.0001488179,0.0000457226,0.0002670067,0.2096655,0.00005594084,0.004968431],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.08058194,"threshold_uncertainty_score":0.1602258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06874725860524719,"score_gpt":0.2825177060797147,"score_spread":0.2137704474744675,"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."}}