{"id":"W6888482495","doi":"10.18739/a2r785q3c","title":"Discrete water samples collected from the Conductivity-Temperature-Depth rosette at specific depths, Northern Bering Sea to Chukchi Sea, 2019","year":2021,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Cryosphere; Antarctic sea ice; Arctic; Spring (device); Drift ice; Plankton; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009353133,0.002447828,0.002458062,0.0004910775,0.001609342,0.001590551,0.003126618,0.001264775,0.00667664],"category_scores_gemma":[0.0003823659,0.001682162,0.0007915254,0.001582156,0.0004771818,0.0005053524,0.003173526,0.003058613,0.0302233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782405,"about_ca_system_score_gemma":0.000609985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01484839,"about_ca_topic_score_gemma":0.219051,"domain_scores_codex":[0.9883345,0.001800846,0.001409505,0.003517059,0.002191757,0.002746318],"domain_scores_gemma":[0.9913594,0.001086404,0.0005178368,0.00569408,0.0004425672,0.0008997626],"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":[0.0005468612,0.0001503435,0.004781212,0.00007428336,0.001027189,0.0005374711,0.0005907574,0.0001068118,0.1006646,4.991463e-7,0.8914791,0.00004092007],"study_design_scores_gemma":[0.001355061,0.0000967492,0.02192968,0.0004675409,0.0006351675,0.0001357055,0.0002601899,0.00001066679,0.02385212,0.0000121345,0.9488035,0.002441451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3107646,0.00275174,0.000003003873,0.0005224033,0.001789061,0.001814467,0.6819378,0.0003317845,0.00008520157],"genre_scores_gemma":[0.005661015,0.0007125182,0.0002122602,0.00117985,0.003091327,0.0003306586,0.9863688,0.0009054308,0.001538081],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3051036,"threshold_uncertainty_score":0.9996904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156131273403718,"score_gpt":0.2491004614179891,"score_spread":0.2275391486839519,"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."}}