{"id":"W2557892738","doi":"10.1016/j.jinsphys.2016.11.015","title":"Metabolic and reproductive plasticity of core and marginal populations of the eurythermic saline water bug Sigara selecta (Hemiptera: Corixidae) in a climate change context","year":2016,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Ministerio de Economía y Competitividad","keywords":"Biology; Phenotypic plasticity; Fecundity; Population; Ecology; Salinity; Climate change; Range (aeronautics); Context (archaeology); Zoology; 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":[0.0001174765,0.00008422782,0.0002760418,0.00002673104,0.00003322771,0.000001395058,0.0001043314,0.00004546221,0.00007138131],"category_scores_gemma":[0.0001003379,0.00003498681,0.00004736501,0.000096719,0.0004084696,0.00008986348,0.0001356084,0.0001040384,0.000001001218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000158225,"about_ca_system_score_gemma":0.000004673488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008892298,"about_ca_topic_score_gemma":0.00004480545,"domain_scores_codex":[0.9992415,0.00007978323,0.0003134835,0.0001432554,0.000083784,0.000138141],"domain_scores_gemma":[0.999514,0.00009720567,0.0002446159,0.00007697018,0.00003229106,0.00003496133],"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":[0.0002329312,0.00009022769,0.03608909,0.000007305776,0.00001049743,6.295596e-7,0.0002620987,0.000009306765,0.9620471,0.0001261274,0.00001247459,0.001112199],"study_design_scores_gemma":[0.0003843051,0.0002116131,0.8176669,0.00003476976,0.00001635391,0.00001935402,0.0000211028,0.00002616116,0.1775779,0.003973333,0.00002191502,0.00004633068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993231,0.00009931355,0.000004369841,0.0004023174,0.00004122144,0.00008985191,0.00002010238,0.000001569053,0.00001817088],"genre_scores_gemma":[0.9996067,0.0001560626,0.0000725695,0.00009529747,0.00005642742,0.00000310073,8.18764e-7,0.000003238126,0.000005741432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7844692,"threshold_uncertainty_score":0.1505023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116533993006854,"score_gpt":0.2442444380156007,"score_spread":0.2030790980855321,"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."}}