{"id":"W6912986327","doi":"10.5285/e2921d09-975c-4236-8acf-039d7462762e","title":"CTD fluorescence and faecal pellet data from the Ecosystems Western Core Box and Moorings cruise to the Scotia Sea, Southern Ocean (JR304)","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CTD; Mesopelagic zone; Zooplankton; Cruise; Nova scotia; Sampling (signal processing); Pellet; Gelatinous zooplankton","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":[0.00157407,0.001432608,0.0009550635,0.00009652055,0.0008078075,0.0009405349,0.01487431,0.0005543953,0.001071236],"category_scores_gemma":[0.00008721538,0.0009702292,0.00005441709,0.0003294199,0.0007636984,0.001208572,0.03408289,0.001339017,0.03056487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169618,"about_ca_system_score_gemma":0.00007952573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06049492,"about_ca_topic_score_gemma":0.1502199,"domain_scores_codex":[0.9918903,0.0006010294,0.0009338121,0.003825154,0.001671061,0.0010787],"domain_scores_gemma":[0.9816682,0.0005417732,0.0006583657,0.01644881,0.00002065493,0.0006621625],"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":[0.0002049215,0.0001636358,0.01100626,0.0001688274,0.0002487736,0.00004871835,0.0007890665,0.000003691622,0.0006795608,1.072748e-7,0.9865242,0.0001621997],"study_design_scores_gemma":[0.0009330814,0.00009431466,0.009160835,0.0005363867,0.000744775,0.0001292861,0.002526472,0.001964465,0.00001810377,0.000004090351,0.9827682,0.001120021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1094989,0.001554582,0.000003377002,0.0009493047,0.0004927486,0.001850763,0.8855696,0.00007442241,0.00000630205],"genre_scores_gemma":[0.002512092,0.0009054638,0.000234053,0.003697256,0.001946651,0.00002278361,0.9902769,0.0003288303,0.00007599587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1069868,"threshold_uncertainty_score":0.9998424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053191256247701,"score_gpt":0.263474776323997,"score_spread":0.21294286376152,"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."}}