{"id":"W3196595286","doi":"10.3389/fmars.2021.671497","title":"Integrated Assessment of Ocean Acidification Risks to Pteropods in the Northern High Latitudes: Regional Comparison of Exposure, Sensitivity and Adaptive Capacity","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Global Ocean Monitoring and Observing Program; North Pacific Research Board; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Ocean acidification; Pelagic zone; Oceanography; Ocean gyre; Aragonite; Mesopelagic zone; Benthic zone; Coral; Environmental science; Ecology; Biology; Climate change; Geology; Carbonate; Chemistry; Subtropics","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":[0.0003301275,0.0003913761,0.0002978182,0.0006980747,0.0001848114,0.0005387725,0.0001702496,0.0002862036,0.0002976198],"category_scores_gemma":[0.000690199,0.0001473219,0.0005151039,0.0004643887,0.0001983343,0.0003010756,0.0006610294,0.0001729178,0.00005101125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321484,"about_ca_system_score_gemma":0.0002176594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614587,"about_ca_topic_score_gemma":0.02196929,"domain_scores_codex":[0.9998461,0.0000269523,0.00001556892,0.0000597287,0.00002884971,0.00002268659],"domain_scores_gemma":[0.9995843,0.00006670296,0.0001684709,0.00004227322,0.00007060215,0.00006762594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007324748,0.00001965182,0.9902299,0.00000930614,0.0001443716,0.00005074905,0.00008420592,0.005108668,0.00220862,0.00002118131,0.00001812746,0.002031926],"study_design_scores_gemma":[0.000001927402,0.00004530204,0.994094,0.000002514555,0.00003538539,0.00002943581,0.0001562826,0.005298201,0.0002519771,0.0000323435,0.00004917462,0.000003500802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995912,0.00002141494,0.0001652,0.000004143659,5.249636e-7,0.000002861429,0.00009939028,0.000003908059,0.0001115872],"genre_scores_gemma":[0.9994707,0.0000219605,0.0002192943,0.000002432824,0.00000119773,0.000004460487,0.0002207139,9.098901e-7,0.00005832963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614587,"threshold_uncertainty_score":0.03210384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413913102431202,"score_gpt":0.2891209612691685,"score_spread":0.2477296510260483,"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."}}