{"id":"W4247289073","doi":"10.1016/j.cryobiol.2014.09.351","title":"C-2004","year":2014,"lang":"en","type":"article","venue":"Cryobiology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Cryobiology; Ideal (ethics); Thermodynamics; Ideal solution; Virial coefficient; Activity coefficient; Freezing point; Statistical physics; Work (physics); Ideal point; Chemistry; Applied mathematics; Mathematics; Cryopreservation; Physics; Physical 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":[0.0002186219,0.00005654501,0.0001598554,0.00002275082,0.00003121258,8.248451e-7,0.00003979155,0.0001189469,0.0002322086],"category_scores_gemma":[0.0003678642,0.00003973915,0.00004029435,0.00003785327,0.000207904,0.000009875186,0.00001782849,0.0001008154,0.0003346039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161374,"about_ca_system_score_gemma":0.00001808928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003929318,"about_ca_topic_score_gemma":0.000001011103,"domain_scores_codex":[0.999466,0.00006927002,0.00009007571,0.0002224996,0.0000159437,0.0001361924],"domain_scores_gemma":[0.99957,0.0000405788,0.0000196866,0.0002858743,0.00004088245,0.00004300005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002900001,0.0002784027,0.7145113,0.00004539295,0.000108171,0.00001096438,0.0001190655,0.00000107878,0.211276,0.01184332,0.0119088,0.04699753],"study_design_scores_gemma":[0.0003733414,0.0003362579,0.7856981,0.000002634186,0.00001361475,0.00007261069,0.000005400342,0.000008800517,0.004987294,0.002802782,0.2056546,0.00004459893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658582,0.0003128741,0.001003746,0.001733612,0.0003754725,0.0001020443,9.62224e-7,0.00006344965,0.03054961],"genre_scores_gemma":[0.9968652,0.000004591603,0.0002725005,0.001268532,0.0003166207,0.000006357977,0.00001596234,0.000003752556,0.001246541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062887,"threshold_uncertainty_score":0.4300768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745032645800858,"score_gpt":0.2799876998629675,"score_spread":0.2625373734049589,"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."}}