{"id":"W2189751284","doi":"10.1146/annurev-biochem-060815-014546","title":"Ice-Binding Proteins and Their Function","year":2016,"lang":"en","type":"review","venue":"Annual Review of Biochemistry","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":429,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ice water; Biology; Chemistry; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003240393,0.0007926297,0.0008882869,0.001338657,0.0003314486,0.001173449,0.0006416197,0.0009817516,0.002237473],"category_scores_gemma":[0.000398486,0.0001966032,0.000387264,0.00152701,0.0005008691,0.001285994,0.0006222089,0.001041121,0.002123063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395936,"about_ca_system_score_gemma":0.0009526736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287034,"about_ca_topic_score_gemma":0.0008674953,"domain_scores_codex":[0.9998533,0.00001895531,0.00002179459,0.00003164497,0.00004907826,0.00002518596],"domain_scores_gemma":[0.9999125,0.00002571933,0.00001723436,0.000003911228,0.00002895024,0.00001164155],"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":[0.0001242946,0.00007264304,0.0007927874,0.02349248,0.0001215599,0.0005441452,0.0002590678,0.0007578065,0.02104187,0.01561316,0.03388205,0.9032982],"study_design_scores_gemma":[0.000004087834,0.00003228998,0.001115854,0.001373201,0.00005219295,0.00108508,0.00007626573,0.00007655809,0.003005692,0.002441893,0.9907204,0.00001645503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004227689,0.9970874,0.0002294566,0.0002092403,0.0001546671,0.000003303245,0.00004432957,0.0000108588,0.001837907],"genre_scores_gemma":[0.003074819,0.994875,0.0002978834,0.0001367624,0.0001250693,0.000007710363,0.0001077782,0.000003201053,0.001371774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002237473,"threshold_uncertainty_score":0.007485092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988114932578548,"score_gpt":0.2719982109610251,"score_spread":0.2521170616352396,"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."}}