{"id":"W4406064499","doi":"10.1016/j.actaastro.2024.12.056","title":"Moon to mars: Challenges and strategic frameworks for space traffic management in cislunar and cismartian environments","year":2025,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Mars Exploration Program; Astrobiology; Computer science; Space (punctuation); Exploration of Mars; Human–computer interaction; Aerospace engineering; Engineering; Physics; Operating system","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":[0.002711801,0.0004456984,0.000419304,0.0009890321,0.003893804,0.01298869,0.002261504,0.002421184,0.005939768],"category_scores_gemma":[0.003710798,0.0002178857,0.0003254219,0.001494579,0.002468777,0.008205974,0.005890437,0.003087736,0.0007934281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930067,"about_ca_system_score_gemma":0.01111771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02887629,"about_ca_topic_score_gemma":0.0416902,"domain_scores_codex":[0.9983366,0.000401589,0.00005495903,0.0001605652,0.000360894,0.000685413],"domain_scores_gemma":[0.9977718,0.0002537525,0.0001923176,0.00009938826,0.0007072231,0.0009754361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000345949,0.0003071389,0.0191076,0.0004614053,0.00009055627,0.0007138354,0.006542865,0.04317096,0.003280764,0.6799904,0.06127269,0.1847158],"study_design_scores_gemma":[0.00002906994,0.000321101,0.016798,0.0008939484,0.00006462631,0.0005026499,0.08813057,0.08101382,0.001818278,0.3509347,0.4593298,0.0001635052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4164127,0.01334626,0.06196516,0.1882651,0.002809226,0.0002241368,0.0009293301,0.0006838891,0.3153642],"genre_scores_gemma":[0.9784466,0.002990814,0.009297342,0.001895494,0.0002578025,0.00005826768,0.000313205,0.00006965393,0.006670828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02887629,"threshold_uncertainty_score":0.05741638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141266243549478,"score_gpt":0.2331773811690195,"score_spread":0.2217647187335248,"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."}}