{"id":"W7024249957","doi":"","title":"Project Khepri: Asteroid Mining Project. Final Policy Report","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space law; Space (punctuation); Outer space; Space industry; Work (physics); Resource (disambiguation); International law","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"],"consensus_categories":[],"category_scores_codex":[0.001004294,0.0004175589,0.0004119895,0.001544123,0.0008798141,0.0005710611,0.003236633,0.0001290394,0.00002024241],"category_scores_gemma":[0.00009905574,0.0005112635,0.0002114094,0.001999763,0.00007685803,0.002666487,0.003838765,0.0009401829,0.00004491004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007578828,"about_ca_system_score_gemma":0.001289662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005855157,"about_ca_topic_score_gemma":0.0003617208,"domain_scores_codex":[0.9955957,0.0005950853,0.0005009185,0.001400637,0.001029604,0.0008780438],"domain_scores_gemma":[0.9973869,0.00009772303,0.0004379837,0.001724891,0.0001545088,0.000198038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008325796,0.000221241,0.9803726,0.0000691357,0.00008951629,0.006715125,0.004009382,0.0004096438,0.0005927542,0.001611133,0.00001491686,0.005811314],"study_design_scores_gemma":[0.007530503,0.001867118,0.7697052,0.0004673594,0.0002174298,0.01302908,0.005381486,0.0005568573,0.002413283,0.001244953,0.1928896,0.004697164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475017,0.00006048815,0.04874863,0.0007436458,0.0005758752,0.0006030846,0.00001672245,0.0005546486,0.001195245],"genre_scores_gemma":[0.9701757,0.00001124529,0.004193458,0.0007528253,0.0002808988,0.00001636952,0.00002759796,0.00005709065,0.02448478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2106674,"threshold_uncertainty_score":0.9997339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822119741580338,"score_gpt":0.3496496859216573,"score_spread":0.1674377117636236,"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."}}