{"id":"W4225663422","doi":"10.1038/d41586-022-00804-1","title":"The microbiologist working to understand how oceans absorb carbon dioxide","year":2022,"lang":"en","type":"article","venue":"Nature","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Seawater; Carbon dioxide; Carbon fibers; Carbon capture and storage (timeline); Environmental science; Environmental chemistry; Oceanography; Chemistry; Climate change; Materials science; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001334881,0.0006021793,0.000451299,0.0005149181,0.001224502,0.003306545,0.0004834913,0.003621054,0.003972328],"category_scores_gemma":[0.001554527,0.000281833,0.0005292179,0.0005338106,0.003144527,0.004202184,0.00166388,0.007310885,0.0008220671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187312,"about_ca_system_score_gemma":0.001608694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563247,"about_ca_topic_score_gemma":0.003699512,"domain_scores_codex":[0.9994567,0.0001167494,0.00001937184,0.0001426629,0.0001353153,0.0001291645],"domain_scores_gemma":[0.9989869,0.0002727607,0.0001055792,0.00006809237,0.0002709875,0.0002955584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001613958,0.0005736554,0.06949249,0.003132,0.0006687545,0.002263102,0.007702545,0.00255756,0.3171211,0.1011178,0.1863355,0.3074215],"study_design_scores_gemma":[0.00007742407,0.0007528804,0.03470661,0.0008798816,0.0002129661,0.0008818241,0.01540996,0.001394254,0.05559546,0.07988284,0.8100197,0.0001861297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1491487,0.1179958,0.01667619,0.644568,0.03092145,0.00008432412,0.0004646021,0.0002104029,0.03993052],"genre_scores_gemma":[0.5915492,0.1133792,0.02925302,0.1535001,0.008488561,0.00008435467,0.0002900543,0.00009863509,0.103357],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003972328,"threshold_uncertainty_score":0.01328874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225019625068908,"score_gpt":0.2132758543237201,"score_spread":0.201025658073031,"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."}}