{"id":"W6894291637","doi":"10.5285/f803893c-7978-42cf-993a-e0886dc32a9a","title":"Zooplankton picked from a sediment trap (400 m depth) at the P3 observation site, Northeast Scotia Sea, throughout 2018","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zooplankton; Sediment trap; Nova scotia; Cruise; Sediment; Pelagic zone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.000786028,0.001918162,0.001144628,0.000196731,0.0006885281,0.0005057281,0.005699091,0.001030805,0.008674888],"category_scores_gemma":[0.0000220908,0.001580313,0.0002697762,0.0008265269,0.0004748921,0.001655636,0.009226375,0.001950927,0.3881392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237106,"about_ca_system_score_gemma":0.0001814684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05853017,"about_ca_topic_score_gemma":0.2368406,"domain_scores_codex":[0.99015,0.00063486,0.001415445,0.003744173,0.002753966,0.00130154],"domain_scores_gemma":[0.9879946,0.0003519333,0.0008473994,0.01039934,0.00001996872,0.0003867658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003971429,0.0006303433,0.002537208,0.0003522665,0.0008164116,0.0001266945,0.0004148479,0.0001020562,0.004189936,2.539501e-7,0.9899948,0.0004380557],"study_design_scores_gemma":[0.00132534,0.0001172877,0.02188528,0.0004158771,0.002137079,0.00006669078,0.0005733422,0.001450597,0.0002095144,0.00001541148,0.9702609,0.001542678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05491493,0.004004432,0.00000405242,0.001098175,0.001964565,0.002071586,0.9355934,0.0002633794,0.00008551997],"genre_scores_gemma":[0.0009657792,0.0009994415,0.0002477858,0.005949837,0.001273334,0.0001708941,0.9894424,0.0005454024,0.0004051411],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3794643,"threshold_uncertainty_score":0.9996806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918838562469664,"score_gpt":0.2672782310163083,"score_spread":0.2280898453916116,"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."}}