{"id":"W6927485412","doi":"10.26008/1912/bco-dmo.722472.4","title":"Dissolved and labile cobalt from the USCGC Healy HLY1502 in the Canada and Makarov Basins of the Arctic Ocean from August to October 2015 (U.S. GEOTRACES Arctic project)","year":2021,"lang":"en","type":"dataset","venue":"Open Access Server of the Woods Hole Scientific Community (Woods Hole Scientific Community)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Ocean Sciences","keywords":"Geotraces; Arctic; The arctic; Cobalt; Arctic dipole anomaly; Canada Basin","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.01057755,0.0008101452,0.001224595,0.0002288958,0.009740423,0.003471501,0.03403783,0.0003886911,0.001929443],"category_scores_gemma":[0.001452664,0.00049365,0.0002748157,0.004828324,0.007866502,0.0010602,0.05106352,0.005786731,0.00001646212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893126,"about_ca_system_score_gemma":0.001291763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968818,"about_ca_topic_score_gemma":0.9959422,"domain_scores_codex":[0.9744274,0.02106504,0.001314739,0.0009758287,0.00125929,0.0009576923],"domain_scores_gemma":[0.9810818,0.00452842,0.001238009,0.01265255,0.0002654646,0.0002337761],"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":[0.0001020177,0.001420841,0.02762111,0.0002299128,0.0001466452,0.000003476404,0.00717926,0.0005184911,0.000767872,0.00001143175,0.9617817,0.0002172497],"study_design_scores_gemma":[0.001133018,0.000139389,0.3886019,0.0009963623,0.0004027703,0.00001124883,0.01298536,0.00007611689,0.0008296636,0.002270138,0.5916613,0.0008927308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7254538,0.0002203594,2.770662e-7,0.002938403,0.001528956,0.002024152,0.2675906,0.000008585486,0.00023492],"genre_scores_gemma":[0.8851613,0.00006101693,0.00004486416,0.001987195,0.00003346845,0.00007318064,0.1113896,0.00004165577,0.001207641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3701204,"threshold_uncertainty_score":0.9997515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04829632809172277,"score_gpt":0.3148017920778997,"score_spread":0.2665054639861769,"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."}}