{"id":"W2005681597","doi":"10.1142/s1793048006000203","title":"STRUCTURAL BASIS OF ANTIFREEZE PROTEIN ACTION","year":2006,"lang":"en","type":"article","venue":"Biophysical Reviews and Letters","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Antifreeze protein; Ice crystals; Crystallography; Chemistry; Crystallite; Chemical physics; Physics; Optics","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":[0.00003153059,0.0000717328,0.0001389667,0.000004552383,0.00003725764,0.000005697918,0.00005638154,0.00002002561,0.000150522],"category_scores_gemma":[0.0000113284,0.00004298531,0.00006407274,0.00009841134,0.0001668387,0.00005640439,0.00003935986,0.00004543713,0.00004465814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009666008,"about_ca_system_score_gemma":5.601445e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972218,"about_ca_topic_score_gemma":0.000003982425,"domain_scores_codex":[0.9995099,0.00002693618,0.0001422622,0.0001465356,0.00008098234,0.00009343489],"domain_scores_gemma":[0.9998243,0.00001208938,0.00005967461,0.00007123969,0.0000017621,0.00003092481],"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":[0.000003524088,0.00002005165,0.0003191297,0.00001419687,8.758324e-7,1.967837e-7,0.000002017631,0.000003248629,0.9833107,0.0001678164,0.001094566,0.01506369],"study_design_scores_gemma":[0.0002090511,0.00009769555,0.454756,0.00005839119,0.00002284532,0.000001235183,0.000003457944,0.0004503595,0.508454,0.002558389,0.03310765,0.0002810183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987767,0.00006734653,0.00004922441,0.0007244366,0.0000119967,0.0001548293,0.00000357353,0.000007531879,0.0002043437],"genre_scores_gemma":[0.9988742,0.00003231394,0.0006637425,0.0002895873,0.00006200718,0.00001162044,0.000006486068,0.000001993636,0.00005800982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748567,"threshold_uncertainty_score":0.175289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588096366681359,"score_gpt":0.2400360373857353,"score_spread":0.2141550737189217,"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."}}