{"id":"W6964781878","doi":"10.26008/1912/bco-dmo.878527.1","title":"Dissolved Radium from Kolyma (Russia), Ellice (Canada), and Kodiak Island (USA) Rivers","year":2022,"lang":"en","type":"dataset","venue":"Open Access Server of the Woods Hole Scientific Community (Woods Hole Scientific Community)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Ocean Sciences","keywords":"Radium; Hydrology (agriculture); Dissolved organic carbon; Period (music); Precipitation","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":["metaepi_narrow","sts","open_science"],"category_scores_codex":[0.02637069,0.002826693,0.003693427,0.00291333,0.03851224,0.03077341,0.1026859,0.0009218012,0.03251866],"category_scores_gemma":[0.002002533,0.002650997,0.001142533,0.01579287,0.01264499,0.006423887,0.1391889,0.01579134,0.0003315062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319805,"about_ca_system_score_gemma":0.006815355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9253858,"about_ca_topic_score_gemma":0.9838015,"domain_scores_codex":[0.9539999,0.02939709,0.003506401,0.003102675,0.006978269,0.003015623],"domain_scores_gemma":[0.9522348,0.004033002,0.005072926,0.03577226,0.001385526,0.00150147],"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":[0.0003829591,0.003451946,0.00148662,0.0006778291,0.0008110419,0.00002889853,0.002810979,0.0008741642,0.001193349,0.00004122632,0.9876596,0.0005813366],"study_design_scores_gemma":[0.003810409,0.0001971861,0.007316361,0.0009523381,0.001349004,0.00002146687,0.005655412,0.0002909857,0.003343226,0.00160829,0.9724366,0.00301874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3395709,0.0004019091,0.000002397099,0.0005263725,0.008295467,0.00321026,0.6456629,0.0001091755,0.002220602],"genre_scores_gemma":[0.1336378,0.000101476,0.0001404624,0.000468175,0.0001167101,0.0003711428,0.8505817,0.0003973022,0.01418523],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2059332,"threshold_uncertainty_score":0.9988151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07872541433406494,"score_gpt":0.3318769156120295,"score_spread":0.2531515012779646,"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."}}