{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008199071,0.00007771517,0.0000826993,0.00001532942,0.00003663562,0.000004528472,0.0001296937,0.00015605,0.00002761685],"category_scores_gemma":[0.00007602326,0.00006618635,0.00004061881,0.00002495016,0.00006090727,5.885301e-7,0.00006817383,0.00004835764,0.00004186408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002703572,"about_ca_system_score_gemma":0.00001420683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003485321,"about_ca_topic_score_gemma":0.00001396292,"domain_scores_codex":[0.9994988,0.00004372344,0.0000808877,0.0001948422,0.00002023731,0.0001615335],"domain_scores_gemma":[0.9996556,0.000006858274,0.00002770318,0.0002484789,0.00002419891,0.00003717106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004745656,0.0000142846,0.006153753,0.000006758065,0.00002720604,9.583855e-7,0.000008731259,0.00003684535,0.9602636,0.01081606,0.003781375,0.01884302],"study_design_scores_gemma":[0.0004808257,0.0004775713,0.00740641,0.000002277749,0.000009264578,0.00005569357,0.000006252368,0.0001662843,0.09045608,0.006574172,0.8941253,0.0002398777],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540684,0.0002990018,0.02765714,0.0001785624,0.0003616541,0.000081578,0.000006159601,0.00002273509,0.01732473],"genre_scores_gemma":[0.9968593,0.00001968709,0.001220286,0.0009630908,0.0003767876,0.000007932103,0.00009703682,0.000009070443,0.0004467885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8903439,"threshold_uncertainty_score":0.2699001,"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."}}