{"id":"W2016020273","doi":"10.1029/2007eo260002","title":"Buoy monitors ocean acidification","year":2007,"lang":"en","type":"article","venue":"Eos","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buoy; Oceanography; Environmental science; Ocean acidification; Atmosphere (unit); Ocean observations; Carbon dioxide in Earth's atmosphere; Pacific ocean; Climate change; Meteorology; Geology; Geography","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":[0.0007601486,0.0005793929,0.0004525037,0.001509531,0.000395638,0.0004356002,0.0002968707,0.0004447402,0.002616532],"category_scores_gemma":[0.0009743381,0.0002054581,0.0002558595,0.001313023,0.0001169461,0.0004464428,0.0008479951,0.0005099965,0.001081394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385677,"about_ca_system_score_gemma":0.0004889654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01982242,"about_ca_topic_score_gemma":0.02857306,"domain_scores_codex":[0.9993792,0.00005091576,0.00003011539,0.0001134482,0.0003731094,0.0000531715],"domain_scores_gemma":[0.9989821,0.00005869806,0.0001760357,0.0000574313,0.0006080947,0.000117663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122865,0.0004681495,0.774252,0.0003827774,0.0002501812,0.0002210091,0.0005069858,0.001761692,0.06421478,0.0006965291,0.03137214,0.1247509],"study_design_scores_gemma":[0.0001064865,0.0008179077,0.9352394,0.00006634844,0.0001703807,0.0001726115,0.0004306349,0.004482778,0.02143548,0.0002868825,0.03672587,0.00006521741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89202,0.00211642,0.008973129,0.0005483307,0.0006652615,0.0005915539,0.04031825,0.001746957,0.05302007],"genre_scores_gemma":[0.9169539,0.001780953,0.02107291,0.00034502,0.0001892689,0.0004837344,0.03748122,0.0000975839,0.02159552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01982242,"threshold_uncertainty_score":0.03941411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009793996500914984,"score_gpt":0.2257264867444495,"score_spread":0.2159324902435345,"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."}}