{"id":"W2012287566","doi":"10.1007/s00239-005-0256-3","title":"Evolution of Hyperactive, Repetitive Antifreeze Proteins in Beetles","year":2007,"lang":"en","type":"article","venue":"Journal of Molecular Evolution","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Biology; Antifreeze protein; Mealworm; Nonsynonymous substitution; Choristoneura fumiferana; Gene; Genetics; Insect; Evolutionary biology; Spruce budworm; Botany; Genome; Lepidoptera genitalia; Larva","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":[0.0003776776,0.0000652869,0.0001293231,0.00006796393,0.00002406199,0.000002560246,0.0001058898,0.00006371033,0.00006041263],"category_scores_gemma":[0.0002190805,0.00005075155,0.00008612102,0.0003081492,0.0001217495,0.0001573305,0.00004300262,0.0001538095,0.00001061068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003649546,"about_ca_system_score_gemma":0.00001945593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657935,"about_ca_topic_score_gemma":0.00004440979,"domain_scores_codex":[0.9990743,0.0000507335,0.000349739,0.000103211,0.0002879541,0.0001339994],"domain_scores_gemma":[0.9995154,0.00003634955,0.0002774534,0.00007003913,0.00004742953,0.00005333806],"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":[0.0001049854,0.0002079056,0.007763331,0.00000315987,0.000005245365,0.00001777205,0.00002604268,0.0009704764,0.9896253,0.0005527803,0.0000236324,0.0006993749],"study_design_scores_gemma":[0.0002280292,0.0001869582,0.7032349,0.00003627748,0.000008174917,0.00001785938,0.00008694579,0.0001275992,0.2882028,0.0077569,0.00005664723,0.00005694365],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718583,0.0001339391,0.02643825,0.00006914735,0.00003824946,0.00009292607,0.00000217043,0.000003141261,0.001363824],"genre_scores_gemma":[0.9962072,0.000007797934,0.003719517,0.00001670683,0.00002619174,0.000001003641,0.000001123745,0.000003090302,0.00001737666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014225,"threshold_uncertainty_score":0.2069588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007231520729020864,"score_gpt":0.2244215584970805,"score_spread":0.2171900377680596,"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."}}