{"id":"W4387296626","doi":"10.1002/ecy.4183","title":"Not just range limits: Warming rate and thermal sensitivity shape climate change vulnerability in a species range center","year":2023,"lang":"en","type":"article","venue":"Ecology","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Hakai Institute; Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Tula Foundation; Pacific Northwest Shell Club","keywords":"Range (aeronautics); Climate change; Latitude; Ecology; Global warming; Effects of global warming on oceans; Population; Environmental science; Environmental change; Ocean acidification; Local adaptation; Oceanography; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004191675,0.0001736259,0.0003632497,0.0009664808,0.0006447078,0.001239871,0.0003259649,0.0004061366,0.002118702],"category_scores_gemma":[0.001640543,0.0002186617,0.0002878864,0.0004747855,0.0009419919,0.0006225306,0.001226764,0.0004689434,0.0001847072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840588,"about_ca_system_score_gemma":0.0003428985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209965,"about_ca_topic_score_gemma":0.05824991,"domain_scores_codex":[0.9997802,0.00004030034,0.000008119101,0.00009515343,0.00002807976,0.00004809603],"domain_scores_gemma":[0.9987358,0.0002599822,0.0003456194,0.0001473903,0.000169437,0.0003417407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002857159,0.00008131781,0.947776,0.00004687269,0.0001944485,0.0001924742,0.002739248,0.001592685,0.03588403,0.000701592,0.0003438965,0.01016168],"study_design_scores_gemma":[0.00000152064,0.00001956371,0.9982964,0.000004118426,0.00001255827,0.00004171754,0.0004873908,0.0005542304,0.0001454796,0.0002596409,0.0001713575,0.000005944769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985752,0.00009368576,0.0002479179,0.00003113214,0.000001291408,0.000004048288,0.00005182382,0.000007744297,0.0009871235],"genre_scores_gemma":[0.9996871,0.0000258204,0.00009513532,0.00001953181,0.000001172253,0.000003270874,0.00003887285,0.000005964108,0.0001232448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209965,"threshold_uncertainty_score":0.04174858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04696454619733859,"score_gpt":0.2745109687893946,"score_spread":0.227546422592056,"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."}}