{"id":"W1567777395","doi":"10.1002/9781119019213.ch21","title":"Telluric Influence on Pipelines","year":2015,"lang":"en","type":"other","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Earth's magnetic field; Pipeline (software); Pipeline transport; Geophysics; Geology; Field (mathematics); Environmental science; Magnetic field; Engineering; Physics","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":["insufficient_payload"],"category_scores_codex":[0.00009776669,0.0001774736,0.0002182533,0.0001078129,0.00001856122,0.00001992985,0.0002045458,0.0001521587,0.02665736],"category_scores_gemma":[0.0001166023,0.000107726,0.00004098664,0.0003253604,0.0000389015,0.00001850997,0.000005745236,0.0001760627,0.01806821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001016365,"about_ca_system_score_gemma":0.00003508747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003872957,"about_ca_topic_score_gemma":0.001072641,"domain_scores_codex":[0.9990827,0.00006191235,0.0001017204,0.0002573282,0.000264621,0.0002317215],"domain_scores_gemma":[0.999459,0.0001103958,0.00005004724,0.0001857648,0.00002220309,0.0001725792],"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":[0.000005729421,0.00001072314,0.0002921119,0.000008872236,0.00000584115,0.00000500075,0.000002060336,0.00008654422,3.260758e-7,0.00004028306,0.7894717,0.2100707],"study_design_scores_gemma":[0.00006126135,0.000171227,0.00745933,0.0000201313,0.000007158761,0.000001089379,0.000001405108,0.0002654484,0.000006246859,0.002433465,0.989386,0.0001872822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001815741,0.0004998388,0.00003790372,0.0001089278,0.0002383901,0.00009628708,0.00004878438,0.0001735464,0.9986147],"genre_scores_gemma":[0.001364651,0.00003998308,0.001957798,0.000789958,0.0005628621,4.597476e-7,0.00006497382,0.00002335297,0.995196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2098835,"threshold_uncertainty_score":0.9826964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781713443364141,"score_gpt":0.2473944495520777,"score_spread":0.2295773151184363,"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."}}