{"id":"W4360620159","doi":"10.54648/aila2023028","title":"COPUOS: Current and Future Challenges","year":2023,"lang":"en","type":"article","venue":"Air and Space Law","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Mandate; Vanguard; General assembly; Political science; Outer space; Public administration; Space (punctuation); Work (physics); Treaty; Corporate governance; Sustainability; Law; Engineering; Management; Computer science; Economics; Geography","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":[0.00003975259,0.00006028278,0.0000650096,0.00001978801,0.00009432618,0.00001949915,0.00001650401,0.00001843926,0.00002881847],"category_scores_gemma":[2.970169e-7,0.00004869732,0.00001554717,0.0000546261,0.00003396105,0.00008450575,0.00002056123,0.00004499746,0.00002873908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001674376,"about_ca_system_score_gemma":0.000004157665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001641629,"about_ca_topic_score_gemma":0.00001921909,"domain_scores_codex":[0.9997028,0.00001175434,0.00004114046,0.0001092016,0.00005103769,0.00008410108],"domain_scores_gemma":[0.9998505,0.00001137422,0.00001737974,0.00006304756,0.00001292337,0.00004481757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002997067,0.0000122735,0.003405316,0.00001705741,0.00001061356,2.723974e-7,0.001220791,0.000005751001,0.00003355977,0.9164207,0.003311865,0.07555879],"study_design_scores_gemma":[0.0003268763,0.00002153388,0.02152713,0.00001345372,0.00000803018,3.438439e-7,0.003773916,0.0004095479,0.0002163029,0.01076838,0.9628227,0.0001117963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418271,0.01565603,0.0006985783,0.1541283,0.00211169,0.0005594044,0.00003630254,0.0004440633,0.08453855],"genre_scores_gemma":[0.9972667,0.001424169,0.00002325717,0.00003778906,0.0006771133,0.000008270233,0.00002291509,0.000006247953,0.0005335195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9595108,"threshold_uncertainty_score":0.1985819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864564149144297,"score_gpt":0.2599740018631931,"score_spread":0.2413283603717502,"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."}}