{"id":"W4381597474","doi":"10.1038/s41526-023-00285-0","title":"Microbial applications for sustainable space exploration beyond low Earth orbit","year":2023,"lang":"en","type":"review","venue":"npj Microgravity","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute; Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"Astrobiology; Low earth orbit; Orbit (dynamics); Earth (classical element); Space (punctuation); Space exploration; Earth observation; Aerospace engineering; Computer science; Engineering; Satellite; Physics; Astronomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006576245,0.0006080626,0.002094308,0.0004837188,0.0002482879,0.00009049871,0.0002828077,0.0008993281,0.00004051395],"category_scores_gemma":[0.0002342053,0.0005272658,0.0008588728,0.001060108,0.0001768889,0.0001113917,0.0001607424,0.0005728004,0.0008632139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974066,"about_ca_system_score_gemma":0.0007596321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007735507,"about_ca_topic_score_gemma":0.00007481829,"domain_scores_codex":[0.9972621,0.0001726389,0.0006148298,0.0009364476,0.00016384,0.000850138],"domain_scores_gemma":[0.9975094,0.0004345772,0.00044436,0.0009306052,0.0004512823,0.0002297424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001454161,0.0006092024,0.00001138953,0.1281135,0.0008484403,0.0001295857,0.0001020122,3.390608e-7,0.001602267,0.004399751,0.06206429,0.8019738],"study_design_scores_gemma":[0.0007087581,0.0002911014,0.000002914214,0.001967781,0.001417035,0.0001289015,0.00005763635,0.000001405218,0.0003561248,0.0003630064,0.9942755,0.0004298009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002321866,0.9806803,0.002474603,0.0005116654,0.0002742572,0.01482368,0.0002977691,0.0004621292,0.0004523975],"genre_scores_gemma":[0.00000361656,0.9634113,0.00336091,0.0001379029,0.001057047,0.005341961,0.004390596,0.0002128659,0.02208376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9322112,"threshold_uncertainty_score":0.9999147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486475556859064,"score_gpt":0.3641013054573904,"score_spread":0.3192365498887997,"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."}}