{"id":"W2156397954","doi":"10.1190/1.3694898","title":"Coal geophysics expands with growing global demands for mine safety and productivity","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Coal; Productivity; Upstream (networking); Coal mining; Downstream (manufacturing); Broad spectrum; Engineering; Domain (mathematical analysis); Mining engineering; Business; Environmental science; Environmental resource management; Telecommunications; Operations management; Waste management; Economics; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558791,0.0005338396,0.0003036883,0.001882199,0.0009139072,0.002903657,0.0005398749,0.001651434,0.009667961],"category_scores_gemma":[0.002283757,0.0001959828,0.0002579734,0.003446955,0.001805629,0.003320408,0.002646568,0.002159735,0.001827819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249488,"about_ca_system_score_gemma":0.002855894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238503,"about_ca_topic_score_gemma":0.007576427,"domain_scores_codex":[0.9993004,0.00009835701,0.00002715526,0.00007530563,0.0004347316,0.00006410738],"domain_scores_gemma":[0.9977586,0.0008889596,0.0002727929,0.0001731718,0.0005780635,0.0003284078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446896,0.0001651033,0.04125511,0.0009849761,0.00004833504,0.0007239904,0.001906118,0.003040385,0.01066299,0.1247384,0.1033168,0.7130132],"study_design_scores_gemma":[0.000009846036,0.00008882077,0.03036473,0.0002447553,0.00001834856,0.0005630556,0.003019221,0.002283252,0.00141184,0.0447305,0.9172412,0.0000244129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1875709,0.09877174,0.05471553,0.3461904,0.005331206,0.0001158964,0.001559307,0.0009704741,0.3047745],"genre_scores_gemma":[0.752007,0.1351648,0.02499495,0.01794095,0.007450618,0.00006330184,0.001212551,0.0004594793,0.06070634],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009667961,"threshold_uncertainty_score":0.03234255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547230860050941,"score_gpt":0.2276042439821434,"score_spread":0.212131935381634,"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."}}