{"id":"W7160245277","doi":"10.32865/2346/94637","title":"Spaceflight Exercise and Textile Laundering Machine for Improved Human Health","year":2023,"lang":"","type":"article","venue":"","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Davis","keywords":"Spaceflight; Laundry; Human spaceflight; Textile; Clothing; Bond graph; Human health; Machine tool; Power consumption","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007324406,0.0003833305,0.0008398664,0.0001532337,0.0004424032,0.0001735948,0.0001613932,0.0001622736,0.0001539689],"category_scores_gemma":[0.00003851793,0.0003686989,0.000200721,0.0002713506,0.00005514015,0.0001333063,0.000130828,0.0002143434,0.00003657714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490928,"about_ca_system_score_gemma":0.00003165271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073372,"about_ca_topic_score_gemma":0.003768717,"domain_scores_codex":[0.9976373,0.00003358443,0.0007089535,0.0005571815,0.0001398032,0.0009232332],"domain_scores_gemma":[0.9988593,0.0001868836,0.00007886723,0.0003901425,0.00004051105,0.0004442954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003342216,0.0003898439,0.001192834,0.02053339,0.0006793897,0.000008805225,0.01257103,0.005916868,0.05152578,0.01829846,0.006928961,0.8816204],"study_design_scores_gemma":[0.002065196,0.0002803014,0.002610706,0.0002552788,0.00003444473,0.000002236239,0.0005068011,0.9819387,0.0000511791,0.002041415,0.009737459,0.0004763326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5380217,0.04889874,0.2870318,0.0520441,0.009047516,0.03114405,0.002117537,0.01100668,0.02068788],"genre_scores_gemma":[0.9925336,0.0005408081,0.0005809393,0.00006104341,0.0001877709,0.0001448802,0.00006389863,0.00008375738,0.005803348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9760218,"threshold_uncertainty_score":0.9998765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418976489059455,"score_gpt":0.258504288434919,"score_spread":0.2443145235443244,"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."}}