{"id":"W6913326619","doi":"10.5285/723c136b-9cc3-4b3d-bde5-65840031e79b","title":"Chlorophyll-a and phaeopigment-a from RRS Discovery Southern Ocean cruise DY098 to the Scotia Sea and South Sandwich Islands, during austral spring 2019","year":2021,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cruise; Spring (device); Nova scotia; Ecosystem; Period (music); On board","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"],"category_scores_codex":[0.0003978078,0.001365742,0.0009922512,0.0001862979,0.0006133798,0.001030024,0.002822575,0.0004646553,0.0005847831],"category_scores_gemma":[0.00002865452,0.001171777,0.0001052477,0.0003351625,0.0002623286,0.00134822,0.01140578,0.00124545,0.004877652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098406,"about_ca_system_score_gemma":0.00006612566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090739,"about_ca_topic_score_gemma":0.01758585,"domain_scores_codex":[0.9935939,0.0003176615,0.0007896958,0.002948132,0.001230208,0.001120403],"domain_scores_gemma":[0.9936507,0.0001295584,0.0004576695,0.005174302,0.000009609485,0.0005781153],"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":[0.0007417031,0.0006116049,0.04194898,0.0007025875,0.001156736,0.0004614606,0.002734854,0.0001750805,0.01112119,2.284609e-7,0.940169,0.0001765954],"study_design_scores_gemma":[0.008222979,0.0001658508,0.3347856,0.001624263,0.00288688,0.0002073216,0.01896349,0.0002958381,0.001139801,0.000008441561,0.6270739,0.004625692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4610141,0.001241451,0.000001798758,0.0001090854,0.0002487909,0.0006133846,0.5367329,0.00003527771,0.000003203843],"genre_scores_gemma":[0.06826317,0.0007324929,0.0001302653,0.000828576,0.001023737,0.00001821796,0.9285223,0.0002960581,0.0001851048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3927509,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372522436921588,"score_gpt":0.2185476048365284,"score_spread":0.2048223804673125,"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."}}