{"id":"W2158151299","doi":"10.1190/1.3694894","title":"Introduction to this special section: Mining geophysics","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Section (typography); Bankruptcy; Special section; Insolvency; Great recession; Recession; Economics; History; Economic history; Keynesian economics; Business; Engineering; Finance; Engineering physics; Advertising","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002083503,0.00007701012,0.00008314662,0.00003491506,0.00008029909,0.00002721115,0.00009638919,0.00004094738,0.0003030527],"category_scores_gemma":[0.00001178107,0.00006846318,0.00002537054,0.00009108768,0.00001058416,0.0001285094,0.00002744811,0.0001196304,0.0009074042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008979484,"about_ca_system_score_gemma":0.000002325373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003414277,"about_ca_topic_score_gemma":0.000002795696,"domain_scores_codex":[0.9995791,0.000007361445,0.00009219963,0.00007303482,0.00003595756,0.0002122898],"domain_scores_gemma":[0.999727,0.00002020052,0.00001388725,0.0001880028,0.000006796849,0.00004409826],"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":[0.000003623167,0.000005448621,0.000171067,0.000008840087,0.00001302114,1.20578e-7,0.003556053,0.00124624,0.002025785,0.001757374,0.9791766,0.01203587],"study_design_scores_gemma":[0.0000306096,0.00001539823,0.0003352517,0.000006480749,0.000009191226,0.00001010605,0.00007934995,0.001046413,0.004649067,0.00007790287,0.9936169,0.0001232778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800344,0.00006463814,0.005860988,0.001105229,0.01580564,0.0001542704,0.000002703542,0.0008036332,0.09616852],"genre_scores_gemma":[0.8214288,0.00002294277,0.004386717,0.0001985019,0.168443,0.00002437963,0.000005905114,0.00005687041,0.005432873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526374,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712152645196749,"score_gpt":0.219130751057811,"score_spread":0.2020092246058436,"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."}}