{"id":"W3211387488","doi":"10.5194/bg-2021-266","title":"Marine CO <sub>2</sub> system variability along the Inside Passage of the Pacific Northwest coast of North America determined from an Alaskan ferry","year":2021,"lang":"en","type":"article","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation","funders":"Tula Foundation; U.S. Department of Transportation; National Science Foundation","keywords":"Oceanography; Seawater; Ocean acidification; Aragonite; Salinity; Environmental science; Alkalinity; Geology; Chemistry; Mineralogy; Calcite","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001994722,0.0001931883,0.0001310845,0.0008581406,0.0005243476,0.0004287976,0.0002123026,0.0001790843,0.0009304805],"category_scores_gemma":[0.0003762968,0.00008357371,0.0001837548,0.0009625381,0.0001872855,0.0002047281,0.0003047937,0.0001585059,0.000205004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899811,"about_ca_system_score_gemma":0.0005184028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3233816,"about_ca_topic_score_gemma":0.4744816,"domain_scores_codex":[0.9998925,0.00000956233,0.000008990383,0.0000430544,0.00002807868,0.00001777492],"domain_scores_gemma":[0.9996638,0.00003106693,0.00008699296,0.00002531859,0.0001305813,0.00006224053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002266704,0.00001204104,0.9945583,0.000007430219,0.00003437049,0.00007737712,0.0003576319,0.0002571751,0.001192403,0.00003120304,0.0004031919,0.003046285],"study_design_scores_gemma":[3.078481e-7,0.000004524831,0.9991543,0.000002470208,0.00000473645,0.00001550881,0.0002118769,0.000231634,0.00007084652,0.000005663806,0.0002966631,0.000001350998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974506,0.000032253,0.0001026952,0.00001805606,0.000003396463,0.000004232569,0.001340574,0.000009960279,0.001038124],"genre_scores_gemma":[0.9966723,0.00003620049,0.0002847911,0.0000140087,0.000005137359,0.00001661963,0.002320397,0.000004380864,0.0006462591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233816,"threshold_uncertainty_score":0.6429986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00825314122293151,"score_gpt":0.1966371796349642,"score_spread":0.1883840384120327,"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."}}