{"id":"W4415032830","doi":"10.1088/1742-6596/3118/1/011001","title":"Preface","year":2025,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Context (archaeology); Automotive industry; Key (lock); Satellite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005641341,0.0000622816,0.0001220623,0.00003305238,0.00005382328,0.00006001485,0.00008745006,0.00001428165,0.0001352288],"category_scores_gemma":[0.000003768859,0.00004985605,0.00006548504,0.0001187375,0.00004116977,0.0004621343,0.00001621382,0.00009212297,0.000007195923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008397448,"about_ca_system_score_gemma":0.0001619341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003259998,"about_ca_topic_score_gemma":8.531991e-7,"domain_scores_codex":[0.999606,0.00001974377,0.0001677983,0.00004648891,0.00009453067,0.00006542719],"domain_scores_gemma":[0.9994311,0.00001410436,0.0001753013,0.00007400224,0.0002812652,0.00002422427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002566888,0.00005049409,0.005231689,0.000006756155,0.0000665026,2.993112e-7,0.0005200914,0.0002390373,0.006683837,0.8795502,0.00207661,0.1055489],"study_design_scores_gemma":[0.0007109623,0.0001045443,0.007947066,0.0001422325,0.00005622913,0.000001224987,0.00425234,0.000219548,0.4962437,0.463466,0.0266908,0.0001653051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1346731,0.00006238827,0.8064594,0.004160957,0.001034344,0.0001107918,0.000005881639,0.00001751986,0.05347556],"genre_scores_gemma":[0.995332,0.000004783396,0.0006758894,0.00002568739,0.000258114,0.000001140406,0.000002520306,0.000002923863,0.003696934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8606589,"threshold_uncertainty_score":0.2033071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522671814154724,"score_gpt":0.2642109957879187,"score_spread":0.2489842776463715,"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."}}