{"id":"W3023189472","doi":"10.22606/adap.2020.52003","title":"The Search for Bacteria and Viruses in the Stratosphere","year":2020,"lang":"en","type":"article","venue":"Advances in Astrophysics","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Stratosphere; Extraterrestrial life; Astrobiology; COSMIC cancer database; Environmental ethics; Biology; Organism; Geography; Meteorology; Philosophy","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":[0.0007619511,0.0002383217,0.0003174237,0.0007803418,0.001021646,0.001553606,0.0003881923,0.001843383,0.001800489],"category_scores_gemma":[0.0006506919,0.0001413457,0.0002060895,0.0004637805,0.001657163,0.001780133,0.001331421,0.001341926,0.0004995412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000454894,"about_ca_system_score_gemma":0.001041061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058819,"about_ca_topic_score_gemma":0.002703747,"domain_scores_codex":[0.9997186,0.00006118527,0.000008738425,0.00005313476,0.00008388444,0.00007450271],"domain_scores_gemma":[0.9995752,0.0001099522,0.00007911777,0.00002298656,0.0000612372,0.0001514735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008884753,0.0002306151,0.1479394,0.001732858,0.0002816589,0.001908167,0.004752508,0.000595638,0.3801157,0.0634223,0.01811768,0.3800151],"study_design_scores_gemma":[0.00005762815,0.001279498,0.3084356,0.002007387,0.0003516984,0.003362937,0.02227437,0.00130616,0.04527718,0.08917444,0.5263296,0.0001434971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5588304,0.3778352,0.003583397,0.03983793,0.001780213,0.00003275683,0.0001837829,0.00007086233,0.01784549],"genre_scores_gemma":[0.882541,0.09719848,0.004419394,0.009579579,0.001401294,0.00002101424,0.0001548082,0.00001119194,0.004673249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002058819,"threshold_uncertainty_score":0.006023169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472897001955282,"score_gpt":0.2765921175553029,"score_spread":0.2618631475357501,"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."}}