{"id":"W4386924559","doi":"10.1162/leon_x_02464","title":"<i>Leonardo</i> Volume 56","year":2023,"lang":"he","type":"article","venue":"Leonardo","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Art; Computer science; Computer graphics (images); Physics; Thermodynamics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002375304,0.0003103601,0.0003117126,0.0001656215,0.0003515744,0.0001677482,0.0002278521,0.0001565251,0.003129294],"category_scores_gemma":[0.000009950493,0.0003126436,0.0003728335,0.0008633006,0.00009987605,0.0002756056,0.0001140323,0.000258334,0.04058656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005017132,"about_ca_system_score_gemma":0.0001353479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000642917,"about_ca_topic_score_gemma":0.00001214107,"domain_scores_codex":[0.9980704,0.0001059377,0.0003645347,0.0004806467,0.000415461,0.0005630304],"domain_scores_gemma":[0.9989895,0.00005513404,0.0001630068,0.0004818222,0.0001155334,0.0001949725],"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":[0.00005306977,0.0001889548,0.03955585,0.00006566194,0.0003275247,0.00002599557,0.003013266,0.002603673,0.001176948,0.09490415,0.7056807,0.1524042],"study_design_scores_gemma":[0.0007678522,0.00007144945,0.02800884,0.0000650268,0.00007185443,0.000001177679,0.007427357,0.01137391,0.0004133642,0.002049727,0.9492645,0.0004848915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3397691,0.002355975,0.02503464,0.4828353,0.01945695,0.003176789,0.0009354455,0.002667035,0.1237688],"genre_scores_gemma":[0.8670057,0.00007517535,0.0001517101,0.0003183747,0.00280548,0.00004344869,0.0006080277,0.00006342914,0.1289286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5272366,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580265178319274,"score_gpt":0.2525396408078044,"score_spread":0.2367369890246117,"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."}}