{"id":"W2052094334","doi":"10.1016/j.cryobiol.2007.10.015","title":"12. Non-ideal thermodynamics in cryobiology","year":2007,"lang":"en","type":"article","venue":"Cryobiology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cryobiology; Thermodynamics; Ideal (ethics); Chemistry; Physics; Philosophy; Biology; Cryopreservation; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006817501,0.0004556593,0.0006686099,0.0005597443,0.001066829,0.0008164681,0.0007654112,0.001756101,0.01152295],"category_scores_gemma":[0.001338392,0.0002930293,0.0004340095,0.0003185524,0.001777313,0.003044291,0.001254249,0.001575047,0.002237397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000694702,"about_ca_system_score_gemma":0.0004534686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006086436,"about_ca_topic_score_gemma":0.0005228344,"domain_scores_codex":[0.9996657,0.00008456215,0.00001433061,0.00004672576,0.0001446805,0.00004404289],"domain_scores_gemma":[0.999734,0.00009759056,0.0000184391,0.0000636753,0.00005901941,0.00002723067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001172375,0.00001761156,0.00005759187,0.00009792485,0.000003389155,0.00003303418,0.00004677277,0.00133342,0.0009040785,0.9859789,0.006684025,0.004831536],"study_design_scores_gemma":[0.000008426247,0.000008622666,0.000254025,0.0000181591,0.000002079134,0.00007673441,0.00002695425,0.0091855,0.001115802,0.9754604,0.01383223,0.00001110135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07626918,0.02177998,0.388258,0.03825575,0.009118478,0.0001750725,0.0008445375,0.0008987581,0.4644002],"genre_scores_gemma":[0.7399414,0.007917611,0.07892483,0.008226844,0.003787556,0.0004187617,0.0005956358,0.0007468845,0.1594406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01152295,"threshold_uncertainty_score":0.03854811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007216659014025763,"score_gpt":0.2270992760356733,"score_spread":0.2198826170216475,"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."}}