{"id":"W2139773230","doi":"10.1039/c4ra12638f","title":"Experimental correlation between thermal hysteresis activity and the distance between antifreeze proteins on an ice surface","year":2014,"lang":"en","type":"article","venue":"RSC Advances","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Antifreeze protein; Thermal hysteresis; Antifreeze; Freezing point; Hysteresis; Freezing-point depression; Chemistry; Melting-point depression; Biophysics; Materials science; Melting point; Thermodynamics; Biology; Biochemistry; Physics; 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":[0.0001287178,0.0001107003,0.0001382665,0.000003509057,0.0002224783,0.00002143254,0.0001318265,0.00003917008,0.00005160158],"category_scores_gemma":[0.00002876308,0.00006213794,0.0000281115,0.00007412472,0.0004173573,0.000329324,0.00007775224,0.00009978536,0.00003948601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509636,"about_ca_system_score_gemma":0.000001366607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008382052,"about_ca_topic_score_gemma":0.00001591008,"domain_scores_codex":[0.9991671,0.0001424412,0.00009886634,0.0002665614,0.0001775146,0.0001475093],"domain_scores_gemma":[0.9994395,0.0002669372,0.00007586527,0.0001501806,0.000003127104,0.00006436688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004236452,0.000210414,0.09142605,0.00001044109,0.00001219671,3.880495e-7,0.0003714327,0.001852506,0.8444328,0.0007563452,0.00001649081,0.06048724],"study_design_scores_gemma":[0.001041703,0.0002957836,0.796367,0.0000131595,0.00001426004,1.819764e-7,0.00005690306,0.001682984,0.1962544,0.002659649,0.001396294,0.0002176453],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947112,0.00004986279,0.002436727,0.0002412323,0.00002077134,0.0002789616,0.00001547775,0.00003082829,0.002214938],"genre_scores_gemma":[0.9992807,0.000003838268,0.0004483735,0.00005158972,0.00008373127,0.00001730863,0.000009968404,0.000004904849,0.00009961468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.704941,"threshold_uncertainty_score":0.2533911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720368863651241,"score_gpt":0.2536469977547031,"score_spread":0.2364433091181907,"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."}}