{"id":"W4281786020","doi":"10.1029/2022jg006790","title":"Changing Hydrographic, Biogeochemical, and Acidification Properties in the Gulf of Maine as Measured by the Gulf of Maine North Atlantic Time Series, GNATS, Between 1998 and 2018","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Ocean Sciences; National Aeronautics and Space Administration","keywords":"Hydrography; Oceanography; Biogeochemical cycle; Environmental science; Series (stratigraphy); Geography; Geology; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019941,0.0002136242,0.0001281062,0.0008388938,0.0001829405,0.0003966588,0.0001836982,0.000220344,0.0004155574],"category_scores_gemma":[0.0008056051,0.00009851347,0.0002148334,0.0008505313,0.0001845048,0.0002476068,0.0003551876,0.0001514296,0.0001123571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187144,"about_ca_system_score_gemma":0.000614795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2291537,"about_ca_topic_score_gemma":0.3582257,"domain_scores_codex":[0.9999083,0.00001077056,0.00001288401,0.00002470975,0.00002495914,0.00001834153],"domain_scores_gemma":[0.9993437,0.00005869769,0.0002200216,0.00003618861,0.0002516284,0.00008977333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002803241,0.0000100368,0.9965023,0.0000130083,0.00004695996,0.00007207387,0.0001188694,0.0002897939,0.0007164982,0.00002518836,0.0005840372,0.001593219],"study_design_scores_gemma":[0.000001313113,0.000002941546,0.9992668,0.000004394392,0.000004974363,0.000009110741,0.00006698837,0.0002759632,0.0000387483,0.000003275534,0.0003242008,0.000001235029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970998,0.0001482979,0.00002902074,0.00009244293,0.000009467482,0.000003284799,0.00221678,0.000005650985,0.0003952284],"genre_scores_gemma":[0.9962452,0.0001468889,0.00009265757,0.00004066769,0.00000986864,0.000007818875,0.003019283,0.000002872395,0.0004347684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291537,"threshold_uncertainty_score":0.4556397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281538027130454,"score_gpt":0.2606845795042608,"score_spread":0.2278691992329563,"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."}}