{"id":"W6929415741","doi":"10.48433/cr_msm123","title":"Bubble (Mediated) Exchange in the Labrador Sea (BELS), Cruise No. MSM123, 24.11.2023 - 27.12.2023, Halifax, Canada - St. John's, Canada","year":2024,"lang":"en","type":"report","venue":"Helmholtz Centre for Ocean Research Kiel (GEOMAR)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Biogeochemical cycle; Geostrophic wind; Bubble; Cruise; Trace gas; Upwelling","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0180063,0.003164308,0.003404455,0.003013306,0.001475678,0.001639655,0.006812903,0.001946089,0.004419378],"category_scores_gemma":[0.01493058,0.002705623,0.001088565,0.007020061,0.001016317,0.0005627805,0.002743838,0.009141186,0.003023053],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02646474,"about_ca_system_score_gemma":0.1334096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990363,"about_ca_topic_score_gemma":0.9999258,"domain_scores_codex":[0.9566969,0.003386728,0.003614425,0.004916705,0.02130161,0.01008364],"domain_scores_gemma":[0.9767998,0.007100801,0.001177994,0.00531476,0.006459435,0.003147219],"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":[0.0004563466,0.0005274157,0.004087977,0.007650491,0.0008856808,0.01940478,0.0004899245,0.00004114344,0.0000412293,0.00009778728,0.9656788,0.0006384213],"study_design_scores_gemma":[0.002548273,0.0002547386,0.001145128,0.002842739,0.0003739357,0.0002906751,0.003522498,0.0006438904,0.00009784045,0.0002089376,0.9854437,0.002627684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02583359,0.0534047,0.000005768414,0.03475495,0.03844121,0.03256465,0.6134869,0.001335132,0.2001731],"genre_scores_gemma":[0.03182955,0.01115914,0.0001830807,0.002182918,0.01066912,0.00166636,0.10627,0.004357881,0.831682],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6315088,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870125812048164,"score_gpt":0.3257283305975258,"score_spread":0.2570270724770441,"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."}}