{"id":"W4313509609","doi":"10.1061/9780784484470.064","title":"Lunar Demandite—You Gotta Make This Using Nothing but That","year":2023,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Spacecraft; Construct (python library); Astrobiology; Computer science; Aerospace engineering; Geology; 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":[0.001077364,0.0003607955,0.0003212344,0.0008384458,0.003188514,0.004270563,0.0007404916,0.001280554,0.07846364],"category_scores_gemma":[0.002308323,0.0002721385,0.0004345172,0.0007363521,0.002053032,0.004588496,0.002443313,0.002173135,0.03532232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120001,"about_ca_system_score_gemma":0.001168357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004761179,"about_ca_topic_score_gemma":0.01247813,"domain_scores_codex":[0.9993377,0.0001068374,0.00002651974,0.0001158352,0.0002866329,0.0001263506],"domain_scores_gemma":[0.998827,0.000144617,0.00005510336,0.000358655,0.0004233009,0.0001912665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002773152,0.0001629544,0.005015601,0.0005106934,0.00006977638,0.000905587,0.002481204,0.0004712613,0.01434433,0.3052081,0.4742209,0.1963323],"study_design_scores_gemma":[0.000004090389,0.00002463064,0.0003992165,0.00005014061,0.000004759545,0.0002210253,0.0004743117,0.00006128119,0.000962684,0.006387477,0.9913982,0.00001217193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01674077,0.004691731,0.01477116,0.07572619,0.007077492,0.00009161855,0.001264343,0.001986175,0.8776505],"genre_scores_gemma":[0.139189,0.004764097,0.02604758,0.01742903,0.001123284,0.00009143484,0.001063941,0.002279828,0.8080118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07846364,"threshold_uncertainty_score":0.2624871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346907233258085,"score_gpt":0.2356083453097201,"score_spread":0.2021392729771392,"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."}}