{"id":"W3024750851","doi":"10.1016/j.cryobiol.2014.06.059","title":"P07","year":2014,"lang":"en","type":"article","venue":"Cryobiology","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Denaturation (fissile materials); Kinetics; Chemistry; Cooperativity; Protein stability; Stability (learning theory); Biological system; Thermodynamics; Biophysics; Chromatography; Biochemistry; Computer science; Biology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005121732,0.0007592627,0.0004840966,0.001528875,0.001651042,0.004122332,0.001098774,0.00234794,0.861587],"category_scores_gemma":[0.001794445,0.0003310775,0.0006119448,0.001012869,0.0006308462,0.001108866,0.001592907,0.001706262,0.7844263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105439,"about_ca_system_score_gemma":0.001510564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838459,"about_ca_topic_score_gemma":0.007765535,"domain_scores_codex":[0.9996762,0.000033628,0.00001263414,0.0000611282,0.0001623809,0.00005400619],"domain_scores_gemma":[0.9989956,0.0001522046,0.00002681247,0.0001467262,0.0003841337,0.000294466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005668831,0.0000459407,0.0001787727,0.00008799287,0.000004177393,0.00007604813,0.00002833592,0.00005002669,0.0007506007,0.007397595,0.8827782,0.1085456],"study_design_scores_gemma":[0.00001286765,0.00001885025,0.0005114818,0.00005793861,0.000002639998,0.00009701059,0.00002742689,0.00006450532,0.000316527,0.00200577,0.9968805,0.000004397167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000453448,0.0004838712,0.0009050053,0.001949109,0.001978109,0.00008922167,0.001772182,0.0008179173,0.9915512],"genre_scores_gemma":[0.001215354,0.0002349386,0.0003538158,0.0005692967,0.000282688,0.00003149157,0.0008440664,0.0001867552,0.9962817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.138413,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003300416903917895,"score_gpt":0.215389405200753,"score_spread":0.2120889882968351,"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."}}