{"id":"W4283216781","doi":"10.1002/ecy.3798","title":"Assessment of the impacts of an unprecedented heatwave on intertidal shellfish of the Salish Sea","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Hakai Institute; National Oceanic and Atmospheric Administration; Tula Foundation; Washington Sea Grant, University of Washington; University of Washington","keywords":"Intertidal zone; Shellfish; Ecology; Fishery; Geography; Environmental science; Biology; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736601,0.00005162555,0.0001281994,0.00001652794,0.0001020038,0.000001698372,0.0002462479,0.00001669974,0.003753683],"category_scores_gemma":[0.00001699056,0.00002931337,0.0000542021,0.00008900946,0.000128595,0.00002232805,0.0001361284,0.0000992353,0.000001339256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000114741,"about_ca_system_score_gemma":0.00002205769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032211,"about_ca_topic_score_gemma":0.01902883,"domain_scores_codex":[0.9993054,0.0001903103,0.0001536464,0.00008881751,0.000156271,0.000105572],"domain_scores_gemma":[0.9996118,0.00008797819,0.0001104488,0.000165183,0.000005466792,0.00001910224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002202148,0.00006803955,0.9951584,0.00000736609,0.00002482101,4.968552e-7,0.0001607589,0.002848879,0.0001400688,0.000016628,0.0006265032,0.000925965],"study_design_scores_gemma":[0.0001480143,0.0006030208,0.9962997,0.000002710855,0.000009804311,0.000002892237,0.0004430167,0.0008254982,0.0009335589,0.00008613375,0.0006171762,0.00002842415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871073,0.00001423203,2.359982e-7,0.0004336583,0.0003052064,0.0001127132,0.00008503046,0.000002130236,0.01193944],"genre_scores_gemma":[0.9994658,0.000009163046,0.00001408495,0.0003488941,0.00001102769,0.000001483098,0.00001395898,0.000001274913,0.0001342775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01580773,"threshold_uncertainty_score":0.9988713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008663433335318271,"score_gpt":0.219087058698794,"score_spread":0.2104236253634757,"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."}}