{"id":"W4407015552","doi":"10.52202/078370-0032","title":"META-LUNA: Disruptive ISRU for Building Future Solar Power Satellites","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Astrobiology; Solar power; Aerospace engineering; Power (physics); Environmental science; Engineering; Physics","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":[0.0003213002,0.0003118645,0.0001752785,0.0003153242,0.0003495851,0.0009067095,0.0007563774,0.0004794002,0.002965323],"category_scores_gemma":[0.0002784921,0.0001505958,0.000291239,0.0002490952,0.0003863042,0.001361134,0.001202169,0.0007019212,0.001429282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455927,"about_ca_system_score_gemma":0.0003589085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003155756,"about_ca_topic_score_gemma":0.000763428,"domain_scores_codex":[0.9997789,0.00003318367,0.000006980163,0.0000302346,0.0001079397,0.00004263217],"domain_scores_gemma":[0.999864,0.00001434272,0.00001448029,0.00004076383,0.00003311286,0.00003337206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002013019,0.000176988,0.003795761,0.0006121522,0.00006189025,0.001125859,0.0009259658,0.02633834,0.4139358,0.1500719,0.01682351,0.3859305],"study_design_scores_gemma":[0.00004460846,0.00134761,0.003991998,0.0002102356,0.00007951553,0.002370189,0.001067697,0.1005469,0.2450499,0.02781045,0.6174084,0.00007244461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2476222,0.006307745,0.5073361,0.002881325,0.001001625,0.0002172392,0.0003582683,0.005530367,0.2287452],"genre_scores_gemma":[0.8147793,0.002310032,0.1546493,0.0004145092,0.0001376615,0.0001176661,0.0004389246,0.0003996355,0.02675305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002965323,"threshold_uncertainty_score":0.009920001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010621224519907,"score_gpt":0.2477733911044722,"score_spread":0.2276671788592732,"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."}}