{"id":"W2958810182","doi":"10.3389/fmars.2019.00364","title":"Mesopelagic Sound Scattering Layers of the High Arctic: Seasonal Variations in Biomass, Species Assemblage, and Trophic Relationships","year":2019,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; NanoQuébec (Canada); Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Ocean Frontier Institute; Norges Forskningsråd","keywords":"Mesopelagic zone; Pelagic zone; Trophic level; Oceanography; Zooplankton; Biomass (ecology); Arctic; Environmental science; Water mass; Diel vertical migration; Ecology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00106189,0.00009378698,0.0001380254,0.0001716363,0.0001594659,0.00006813497,0.0005602637,0.00003980462,0.001043922],"category_scores_gemma":[0.0002654362,0.00007450672,0.00002368593,0.001716175,0.001005926,0.0004869055,0.001261583,0.0002632326,0.00001276971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282336,"about_ca_system_score_gemma":0.00005229355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154788,"about_ca_topic_score_gemma":0.0005047871,"domain_scores_codex":[0.9984829,0.00009907989,0.00021056,0.0003399047,0.0005549336,0.0003126415],"domain_scores_gemma":[0.9994499,0.00006991249,0.00006912946,0.0003340305,0.00001495469,0.00006207123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009241657,0.00002508031,0.9954244,0.0000121686,0.000001804803,0.000001252897,0.0001755767,0.0002076016,0.001761185,0.0008625379,0.00008821044,0.001430894],"study_design_scores_gemma":[0.0002216285,0.00002033139,0.9875556,0.000007742816,0.000002140655,0.000002631816,0.0002084189,0.003839951,0.00009957387,0.007434154,0.0005202733,0.00008761704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681746,0.000003607195,0.0002324348,0.0007721077,0.0002572128,0.0002411147,0.000002667857,0.00000524293,0.03031106],"genre_scores_gemma":[0.9890822,0.00001437048,0.008727517,0.00002933151,0.00000971011,0.000008579905,0.000001733944,0.000005607304,0.002121011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819004,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409420602761123,"score_gpt":0.2214322596989655,"score_spread":0.2073380536713543,"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."}}