{"id":"W4402774551","doi":"10.3390/w16182705","title":"Spatiotemporal Variation and Influences of Acidification in the North Pacific, 1995–2019","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ocean acidification; Variation (astronomy); Environmental science; Oceanography; Pacific decadal oscillation; Pacific ocean; Geography; Geology; Climate change","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":[0.0003644169,0.0001584521,0.000173454,0.000743458,0.0003171594,0.0005208161,0.0002561976,0.0002285731,0.0004922215],"category_scores_gemma":[0.001100707,0.0001121771,0.0003240445,0.001850947,0.0002224685,0.0003038626,0.0005835406,0.0002128319,0.0000951624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031449,"about_ca_system_score_gemma":0.0006828767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1840203,"about_ca_topic_score_gemma":0.2524034,"domain_scores_codex":[0.9998071,0.00002112134,0.00003453085,0.00006541229,0.00003488023,0.00003699889],"domain_scores_gemma":[0.9992079,0.00006480389,0.0004051978,0.0000401367,0.000192545,0.00008944804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007415959,0.00000898078,0.9958445,0.00003151389,0.0001066351,0.0001724695,0.0002412495,0.0002260469,0.0005591986,0.00003917758,0.0003382701,0.002357907],"study_design_scores_gemma":[4.623447e-7,0.000003138141,0.9994804,0.00000310393,0.000007228296,0.00002244407,0.0001501069,0.00007955741,0.00002202264,0.000003698914,0.0002268782,0.00000101411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963994,0.0004721956,0.00005121047,0.0001299582,0.000009271121,0.000004584372,0.002221021,0.000004215828,0.0007080327],"genre_scores_gemma":[0.9972292,0.0003484344,0.00007008805,0.00002515822,0.000008205607,0.000007565013,0.002119905,0.000001512102,0.0001900159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1840203,"threshold_uncertainty_score":0.3658984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043722959100036,"score_gpt":0.2110742643657655,"score_spread":0.2006370347747651,"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."}}