{"id":"W2103550007","doi":"10.1046/j.1365-2435.2003.07431.x","title":"Metabolic cold adaptation in arthropods: a smaller‐scale perspective","year":2003,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Biology; Adaptation (eye); Ecology; Metabolic rate; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008963126,0.00008275747,0.0001153776,0.0000264486,0.00007897169,0.00000451497,0.00005356318,0.00007848167,0.006906618],"category_scores_gemma":[0.0001249461,0.00006879816,0.00004447267,0.0002496123,0.0001721502,0.00007774123,0.0000323609,0.0001170813,0.001000307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373259,"about_ca_system_score_gemma":0.00002131639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001636947,"about_ca_topic_score_gemma":0.001783458,"domain_scores_codex":[0.9992208,0.00008275969,0.0001340206,0.0002655544,0.0001046208,0.0001922809],"domain_scores_gemma":[0.9997278,0.00009739624,0.00003552987,0.00006671521,0.00001512026,0.00005742904],"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":[0.0002018485,0.002165683,0.09647657,0.000003671708,0.00005386425,0.00001461161,0.0008514369,0.03318358,0.5532537,0.3056452,0.006957519,0.001192315],"study_design_scores_gemma":[0.0005128427,0.0001388669,0.9179068,0.000001168014,0.000008196789,0.000006899944,0.0008057785,0.0009002562,0.002588734,0.05336819,0.02360644,0.0001558947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696969,0.00005041095,0.0005873162,0.0006487781,0.0001875581,0.0001433749,0.000005271289,0.00002529891,0.02865505],"genre_scores_gemma":[0.996921,0.00001372691,0.00135375,0.0006644415,0.00003170038,0.00007208977,0.000009620296,0.000003809216,0.000929876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8214301,"threshold_uncertainty_score":0.9997776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974070234382044,"score_gpt":0.2151926450490864,"score_spread":0.195451942705266,"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."}}