{"id":"W2047560337","doi":"10.1021/bi035605x","title":"Partitioning of Fish and Insect Antifreeze Proteins into Ice Suggests They Bind with Comparable Affinity","year":2003,"lang":"en","type":"article","venue":"Biochemistry","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Antifreeze protein; Chemistry; Freezing point; Fish <Actinopterygii>; Antifreeze; Ice crystals; Biochemistry; Biology; Organic chemistry","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":[0.0001068507,0.0002414286,0.000218514,0.0001469687,0.0002746251,0.0003703698,0.0001624383,0.0003371858,0.001265026],"category_scores_gemma":[0.0001601049,0.0001464601,0.0002473397,0.00008673439,0.0002984221,0.0004742506,0.0001920513,0.0003426722,0.0004394915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460451,"about_ca_system_score_gemma":0.0002286499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728162,"about_ca_topic_score_gemma":0.003972398,"domain_scores_codex":[0.9999076,0.000005944649,0.000004589233,0.00003152641,0.00002488062,0.00002538594],"domain_scores_gemma":[0.9998903,0.00002069154,0.00003119994,0.00001110351,0.00002310973,0.00002356614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004753681,0.000004224527,0.0008015923,0.00002347335,0.000004355284,0.00001421385,0.00002315611,0.00002743161,0.9980071,0.000102389,0.00001155521,0.0009329544],"study_design_scores_gemma":[0.00000944871,0.0001813744,0.03554756,0.000007336758,0.00002019779,0.0003533787,0.00008928152,0.0007156442,0.9600533,0.0001476681,0.002866742,0.000008070757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920353,0.001436676,0.003681625,0.00008412198,0.000008149334,0.00001195195,0.0001260455,0.00002143678,0.002594711],"genre_scores_gemma":[0.991063,0.0007544733,0.005403241,0.00007978008,0.000005893128,0.00001609733,0.0004386191,0.00002945778,0.002209408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728162,"threshold_uncertainty_score":0.005424559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170971724595815,"score_gpt":0.2107429415785783,"score_spread":0.1936457691189968,"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."}}