{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003910868,0.0003562625,0.0005173503,0.000009814351,0.0001842189,0.00003402919,0.0002028508,0.0004081072,0.0001699154],"category_scores_gemma":[0.00001012321,0.0002334045,0.0001130509,0.0002477764,0.000585574,0.00005557662,0.0002269281,0.0002681041,0.00006683602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000351129,"about_ca_system_score_gemma":0.00001833128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004538647,"about_ca_topic_score_gemma":1.337365e-7,"domain_scores_codex":[0.9987942,0.0000279445,0.0003154859,0.0005252094,0.0001108081,0.0002263702],"domain_scores_gemma":[0.9993293,0.00005243427,0.0001979063,0.000248965,0.00001062761,0.0001607385],"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":[0.000003753681,0.0001592225,0.000009696043,0.003785953,0.00002998204,0.000001653849,0.00001124793,3.034909e-7,0.1370005,0.0001442467,0.0006733286,0.8581802],"study_design_scores_gemma":[0.0001116883,0.00003891613,0.000009777977,0.0001971528,0.0001129216,0.00001930485,0.0000117792,0.000005247456,0.02315204,0.002347647,0.973456,0.0005374982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004967024,0.9907968,0.0000954825,0.00001006364,0.00002542925,0.0006527195,0.0004059205,0.00004855667,0.002998024],"genre_scores_gemma":[0.006664685,0.9913333,0.0007620247,0.00008009677,0.00008449306,0.00009030708,0.0006667319,0.00001077032,0.0003075638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9727827,"threshold_uncertainty_score":0.9517961,"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."}}