{"id":"W2329971962","doi":"10.1385/cbb:39:2:133","title":"Antifreeze Glycoproteins: Structure, Conformation, and Biological Applications","year":2003,"lang":"en","type":"review","venue":"Cell Biochemistry and Biophysics","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glycoprotein; Chemistry; Antifreeze protein; Antifreeze; In vitro; Biochemistry; Computational biology; Biology; Organic chemistry","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":[0.0009203742,0.00158617,0.001895691,0.001856932,0.0003532471,0.001352753,0.001405458,0.001816382,0.001380457],"category_scores_gemma":[0.0007484782,0.000405363,0.000356766,0.002340487,0.0009960709,0.001883688,0.0005613976,0.002113212,0.001564366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007451235,"about_ca_system_score_gemma":0.0009312158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582919,"about_ca_topic_score_gemma":0.002430746,"domain_scores_codex":[0.9998341,0.00001801735,0.00001937597,0.00003840334,0.00007120294,0.00001895352],"domain_scores_gemma":[0.9995583,0.0001700257,0.00006902106,0.00002082125,0.0001369562,0.00004494315],"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":[0.0001229386,0.00009887774,0.0003793128,0.005923545,0.00004535375,0.000310182,0.00006975406,0.0005391644,0.01363065,0.003908256,0.01660222,0.9583698],"study_design_scores_gemma":[0.00002638089,0.0001393569,0.00139738,0.001211047,0.0001151641,0.002693413,0.0001159149,0.0002354651,0.006347571,0.003691042,0.9839923,0.00003505475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002769406,0.9984468,0.0003607034,0.0002054588,0.0001454658,0.000003836291,0.00001517833,0.000008801706,0.0005369419],"genre_scores_gemma":[0.00099437,0.9977562,0.0003731093,0.0001421874,0.0001271763,0.000005784531,0.0000316827,0.000001560073,0.0005678603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001895691,"threshold_uncertainty_score":0.00540626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984579653795573,"score_gpt":0.2362700509454563,"score_spread":0.2164242544075005,"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."}}