{"id":"W2991478582","doi":"10.1016/j.cbpa.2019.110623","title":"Advances and applications of environmental stress adaptation research","year":2019,"lang":"en","type":"review","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adaptation (eye); Context (archaeology); Biology; Epigenetics; Environmental stress; Neuroscience; Computational biology; Evolutionary biology; Bioinformatics; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491724,0.001323018,0.001943084,0.00353353,0.0003904786,0.00203853,0.001316454,0.001500519,0.003867807],"category_scores_gemma":[0.001546657,0.0003177144,0.0006323463,0.004523078,0.001045941,0.002229109,0.001542554,0.00233648,0.001717215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074525,"about_ca_system_score_gemma":0.002148199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379699,"about_ca_topic_score_gemma":0.001459192,"domain_scores_codex":[0.9996504,0.00005470406,0.00004096129,0.00008095869,0.000130328,0.00004266406],"domain_scores_gemma":[0.9990731,0.0005152544,0.00008151396,0.00003597565,0.0002101514,0.00008395661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008683841,0.00006962846,0.0002707074,0.01346529,0.00006940921,0.0001334838,0.00007840194,0.0005098178,0.002705633,0.01018215,0.01629174,0.9561369],"study_design_scores_gemma":[0.00001280446,0.00008401807,0.00130756,0.00280785,0.000117031,0.0005783284,0.0001083408,0.0001672428,0.0005786539,0.007807401,0.9864014,0.00002936418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008407281,0.9984705,0.0002281103,0.000199433,0.0001987029,0.000002915011,0.00001480862,0.00000580052,0.0007957369],"genre_scores_gemma":[0.000706862,0.9981325,0.0003164522,0.0001607294,0.0002758046,0.000004910169,0.00002581561,0.000001445331,0.0003755563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003867807,"threshold_uncertainty_score":0.0129391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0812401954843987,"score_gpt":0.3677869121061754,"score_spread":0.2865467166217767,"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."}}