{"id":"W4400918515","doi":"10.1242/bio.060479","title":"Local differences in robustness to ocean acidification","year":2024,"lang":"en","type":"article","venue":"Biology Open","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"NOAA Sea Grant; New York Sea Grant, State University of New York; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Ocean acidification; Biology; Survivorship curve; Mytilus; Population; Larva; Local adaptation; Ecology; Adaptation (eye); Zoology; Climate change; Demography","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":[0.0002464807,0.0001844341,0.0004439786,0.000592912,0.0003101359,0.0005902911,0.0003083707,0.0003663543,0.001774534],"category_scores_gemma":[0.0009716881,0.0002174735,0.0003892697,0.000310077,0.0004659924,0.00030725,0.0009794342,0.0004321117,0.0002660471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705795,"about_ca_system_score_gemma":0.0001155193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684097,"about_ca_topic_score_gemma":0.002995049,"domain_scores_codex":[0.9996626,0.00003238716,0.00003437897,0.0001594261,0.00005440193,0.0000568226],"domain_scores_gemma":[0.999081,0.0001642359,0.0002650187,0.0001509268,0.0001467921,0.0001919425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005750285,0.0001048735,0.4573715,0.0001012483,0.0004147815,0.0002538329,0.001215745,0.0009158389,0.5328327,0.00009872296,0.0001203141,0.005995413],"study_design_scores_gemma":[0.000001974962,0.0001368812,0.9966703,0.000002985504,0.00002412627,0.00009658326,0.0002476118,0.0001324897,0.002489139,0.00002767373,0.0001629657,0.000007182659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999294,0.00003808099,0.00009405795,0.000005358083,0.000001300336,0.000004156507,0.0000913682,0.000005683667,0.0004659161],"genre_scores_gemma":[0.9993258,0.00002227786,0.00009367297,0.00001609257,0.000001901285,0.000009527599,0.0002347787,0.000006013183,0.0002899526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774534,"threshold_uncertainty_score":0.005936384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866304206142579,"score_gpt":0.2888422581855997,"score_spread":0.2501792161241739,"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."}}