{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371553,0.00007620651,0.0001186513,0.0001224528,0.00005473744,0.0001259997,0.0003953249,0.00006672958,0.0008285704],"category_scores_gemma":[0.00003758718,0.0000498023,0.00001661078,0.0002920531,0.00007743129,0.0001219173,0.00002535794,0.00007276954,0.0005139451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003870431,"about_ca_system_score_gemma":0.00006096257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007208392,"about_ca_topic_score_gemma":0.000741821,"domain_scores_codex":[0.9992387,0.0001506592,0.0001330016,0.0002746992,0.00004285038,0.000160089],"domain_scores_gemma":[0.9995965,0.0001873896,0.00001475703,0.0001244861,0.00001074031,0.0000661146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001894057,0.00003366177,0.6012953,0.00003447339,0.00002137679,0.00002546919,0.0003713,0.002026284,0.0004731395,0.002983463,0.003538425,0.3890077],"study_design_scores_gemma":[0.00009413724,0.0001415334,0.9567707,0.00003446274,0.000003376918,0.000006509682,0.0001425356,0.01919105,0.0002693355,0.0003307543,0.02288137,0.0001342097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901744,0.0007740037,0.003215564,0.002217148,0.000450149,0.0003628495,0.00004559207,0.00004365003,0.002716626],"genre_scores_gemma":[0.9985853,0.00004039118,0.0002531756,0.0001825212,0.00004160066,0.000002144675,0.00007732111,0.000001941798,0.0008156066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3888735,"threshold_uncertainty_score":0.9072264,"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."}}