{"id":"W2582030050","doi":"","title":"Mine Free: Not Anytime Soon","year":2006,"lang":"en","type":"article","venue":"JMU Scholoraly Commons (James Madison University)","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mine action; Mining engineering; Computer science; Engineering; Aeronautics; Operations research; Computer security; Political science; 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":[0.00009431118,0.0002347619,0.0002425031,0.0005199767,0.0001686113,0.00007253677,0.0006171829,0.0001259551,0.0001399618],"category_scores_gemma":[0.000009542715,0.0002597104,0.0001271324,0.0006252325,0.00008293157,0.0001815643,0.0002196972,0.0003025466,0.0001983533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420269,"about_ca_system_score_gemma":0.000008774375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002568964,"about_ca_topic_score_gemma":0.0001303649,"domain_scores_codex":[0.9989405,0.0000475165,0.0001664162,0.0002641986,0.0001907867,0.0003905534],"domain_scores_gemma":[0.9991482,0.00003795431,0.00004535371,0.0006265223,0.00002753003,0.000114361],"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":[0.000136618,0.0003761129,0.02007184,0.0001467693,0.0003173159,0.0008560859,0.0006004476,0.09023102,0.002483203,0.01892492,0.8479515,0.01790416],"study_design_scores_gemma":[0.001008151,0.00005900969,0.01281117,0.0000341139,0.00007271644,0.000004610367,0.0004536645,0.006638614,0.0005219848,0.00004545282,0.9779434,0.0004071457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6444379,0.0002309211,0.0008910061,0.0007678585,0.0001923276,0.0001408715,0.00003494249,0.0007999665,0.3525042],"genre_scores_gemma":[0.956836,0.00003226718,0.0010656,0.00006666809,0.000140161,0.000001071767,0.00004271446,0.00004274011,0.04177272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3123981,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007889629330513884,"score_gpt":0.1668306325087064,"score_spread":0.1589410031781926,"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."}}