{"id":"W6908306221","doi":"10.26008/1912/bco-dmo.722472.6","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":"","field":"","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"],"consensus_categories":["metaepi_narrow","sts","open_science"],"category_scores_codex":[0.02563916,0.001717362,0.002401399,0.0009562009,0.01410438,0.01795657,0.06200904,0.0005417668,0.0006473794],"category_scores_gemma":[0.004625961,0.001042168,0.000587322,0.01464285,0.009943397,0.002576878,0.0652253,0.009297653,0.00003017924],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106825,"about_ca_system_score_gemma":0.006067819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798442,"about_ca_topic_score_gemma":0.9957662,"domain_scores_codex":[0.9557213,0.03334728,0.002755504,0.001974376,0.004376165,0.001825388],"domain_scores_gemma":[0.9599644,0.007370417,0.002964596,0.02733807,0.001819594,0.0005429151],"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":[0.0001964912,0.002551025,0.02100172,0.0007297905,0.0004282296,0.000009949874,0.00993506,0.0004304648,0.0004166684,0.00002086238,0.9640476,0.0002321662],"study_design_scores_gemma":[0.002780417,0.0001617949,0.2353297,0.004829862,0.001354684,0.0000238678,0.03997684,0.0002184011,0.001492678,0.001724095,0.7101828,0.001924895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5299031,0.0006436382,2.855151e-7,0.002494995,0.002202281,0.003613051,0.4609667,0.00002213211,0.0001538857],"genre_scores_gemma":[0.7361387,0.00006273123,0.00007097577,0.001122214,0.0000742761,0.0001940472,0.2605079,0.0001652375,0.001663991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2538648,"threshold_uncertainty_score":0.9995669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07750910454712893,"score_gpt":0.3473507666654378,"score_spread":0.2698416621183089,"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."}}