{"id":"W3194135381","doi":"10.1016/j.jinsphys.2021.104298","title":"Epigenetic underpinnings of freeze avoidance in the goldenrod gall moth, Epiblema scudderiana","year":2021,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Allianz Industrie Forschung","keywords":"Biology; Gall; Epigenetics; Botany; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167304,0.00008669679,0.000269809,0.00004494554,0.00006625941,0.000004366289,0.0002717428,0.00006780446,0.0003459905],"category_scores_gemma":[0.0002016182,0.00006119617,0.00009006709,0.0002608491,0.0002853175,0.00008168731,0.00008821895,0.0002464479,0.00001960891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004479436,"about_ca_system_score_gemma":0.0000402347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005265762,"about_ca_topic_score_gemma":0.001039611,"domain_scores_codex":[0.9988667,0.0002980284,0.000408706,0.0001248928,0.0001309618,0.0001707098],"domain_scores_gemma":[0.9991202,0.0003099415,0.0003558192,0.0001513348,0.00003950178,0.00002316476],"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":[0.0001041535,0.0004885307,0.1734667,0.00005559764,0.0001311626,0.0001278561,0.006214042,0.02205663,0.7929178,0.001447227,0.00226211,0.0007281916],"study_design_scores_gemma":[0.0004045314,0.0002307185,0.9793439,0.00002415884,0.0000152398,0.00009258669,0.000640341,0.0002120875,0.003715317,0.01512332,0.0001300985,0.00006773267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961655,0.0004896909,0.0002051838,0.00142119,0.0001633443,0.00004663052,0.000001209805,0.00000174262,0.001505505],"genre_scores_gemma":[0.9980468,0.0004325355,0.0006071152,0.0007864602,0.00004223098,0.000002601352,7.418184e-7,0.000004836897,0.00007670161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058772,"threshold_uncertainty_score":0.3788353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128687648129509,"score_gpt":0.2305643463713317,"score_spread":0.2176955815583808,"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."}}