{"id":"W2949980201","doi":"10.1021/acs.langmuir.9b01226","title":"Preface to the Interfaces and Biology 1: Cryobiology Special Issue","year":2019,"lang":"en","type":"article","venue":"Langmuir","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cryobiology; Chemistry; Biology; Cell biology; Cryopreservation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002103572,0.00122316,0.001044307,0.003433537,0.001895017,0.005015695,0.001526326,0.002864753,0.4302964],"category_scores_gemma":[0.004974132,0.0006317427,0.00110235,0.001558122,0.0006410598,0.003288855,0.001864437,0.003433598,0.3259246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733913,"about_ca_system_score_gemma":0.002696525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009884189,"about_ca_topic_score_gemma":0.00162458,"domain_scores_codex":[0.99863,0.0001131628,0.000106576,0.0001546876,0.0008055204,0.0001901116],"domain_scores_gemma":[0.9923224,0.0006441735,0.0003665989,0.0004499724,0.004063067,0.002153804],"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":[0.00001614708,0.00001555439,0.00005565037,0.0001331002,0.000001929659,0.00002672694,0.00001368696,0.00001907353,0.0003791858,0.0008182034,0.9771139,0.02140666],"study_design_scores_gemma":[0.000002593024,0.00001729213,0.0001715057,0.00006998993,0.000002162553,0.00006920567,0.00001707223,0.00002652268,0.0002084597,0.0005269642,0.9988835,0.000004769579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009203659,0.01881317,0.003301648,0.04006533,0.6712887,0.0005725335,0.002572369,0.001340828,0.261125],"genre_scores_gemma":[0.004069414,0.01467046,0.001747685,0.006774383,0.219442,0.0002251019,0.002216276,0.001150891,0.7497036],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4302964,"threshold_uncertainty_score":0.812613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097004288131577,"score_gpt":0.2456742304060262,"score_spread":0.2347041875247105,"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."}}