{"id":"W2416882351","doi":"10.2514/6.2016-3666","title":"Optimal Spacecraft Hardware Placement to Minimize Required Power Input for Hibernation Survival","year":2016,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Hibernation (computing); Spacecraft; Power (physics); Computer science; Computer hardware; Engineering; Aerospace engineering; State (computer science); Physics; Algorithm","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":[0.0004279268,0.0001529979,0.0001645828,0.0001424402,0.0001053857,0.0001272729,0.0006504974,0.00006301532,0.00005338546],"category_scores_gemma":[0.0001318477,0.0001093382,0.00007319409,0.0001903223,0.00001675254,0.0003243755,0.000277089,0.00002945977,0.00006981088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009343919,"about_ca_system_score_gemma":0.00005733992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005791067,"about_ca_topic_score_gemma":0.000002322521,"domain_scores_codex":[0.998647,0.00004826823,0.0002562583,0.000455717,0.0002842567,0.0003085257],"domain_scores_gemma":[0.9989067,0.0001762113,0.00008527109,0.0004597074,0.0002386843,0.000133467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005964498,0.0006244204,0.001865366,0.00004893516,0.0002097746,0.0000185811,0.003072568,0.05322588,0.01387148,0.2436646,0.5270569,0.155745],"study_design_scores_gemma":[0.006758905,0.001720686,0.001676451,0.0002857109,0.00002343108,0.00001689875,0.0001202234,0.4703605,0.1139644,0.003091945,0.3998618,0.002119015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009647039,0.00001130752,0.9835939,0.008829443,0.0004604121,0.0004091132,0.000006474984,0.0007289871,0.004995681],"genre_scores_gemma":[0.06486039,0.00000828837,0.9218466,0.0006428154,0.00008363835,0.00007778165,0.000003565513,0.00001482955,0.01246209],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4171346,"threshold_uncertainty_score":0.4458681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492292767757659,"score_gpt":0.2821218661518946,"score_spread":0.257198938474318,"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."}}