{"id":"W4405388631","doi":"10.1029/2024ms004580","title":"Physical Drivers and Biogeochemical Effects of the Projected Decline of the Shelfbreak Jet in the Northwest North Atlantic Ocean","year":2024,"lang":"en","type":"article","venue":"Journal of Advances in Modeling Earth Systems","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biogeochemical cycle; Oceanography; Environmental science; Climatology; Geology; Jet (fluid); Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002637806,0.0001122715,0.0002289638,0.00001182607,0.00003495561,0.00001361817,0.0003453293,0.00003553911,9.604439e-7],"category_scores_gemma":[0.00003461313,0.00005101698,0.00009473125,0.000338253,0.0002369425,0.0001752945,0.0001346924,0.0002800473,3.86616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004973407,"about_ca_system_score_gemma":0.00001474551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004471283,"about_ca_topic_score_gemma":0.0006174096,"domain_scores_codex":[0.9987933,0.0001143362,0.0003971894,0.0001264184,0.0004331291,0.0001356207],"domain_scores_gemma":[0.9994652,0.0001502073,0.0001945572,0.0001593676,0.000006249739,0.00002446286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001100621,0.0000461259,0.5133555,0.000086188,0.000006217517,0.00000592898,0.0007045857,0.4848692,0.0005807817,0.000008269421,0.000002115498,0.0003241138],"study_design_scores_gemma":[0.0003565832,0.0001081127,0.1203043,0.0007062731,0.00004142479,0.00008373614,0.0006522986,0.8771588,0.0001642795,0.0001931238,0.0001381767,0.00009290348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979047,0.0008210327,0.0007249872,0.00006992354,0.0002168325,0.00023327,0.000002740985,0.000002514827,0.00002403659],"genre_scores_gemma":[0.9992015,0.0004120118,0.0003124462,0.00001760573,0.00004287854,0.000001509221,5.175116e-7,0.0000074944,0.000004068492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3930512,"threshold_uncertainty_score":0.2080412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003688725738136618,"score_gpt":0.206516666029125,"score_spread":0.2028279402909884,"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."}}