{"id":"W2806425026","doi":"10.4095/292842","title":"Coupling between power systems and pipelines during geomagnetic disturbances","year":2013,"lang":"en","type":"report","venue":"","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Earth's magnetic field; Coupling (piping); Pipeline transport; Geophysics; Geology; Power (physics); Physics; Engineering; Mechanical engineering; Magnetic field; Thermodynamics","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":[0.0003567474,0.0002981564,0.0005785981,0.0002120038,0.0002426659,0.0003635667,0.0001479068,0.0002360082,0.005148864],"category_scores_gemma":[0.00007017643,0.0002148299,0.000123622,0.0002051154,0.00008231933,0.0001536519,0.00001622853,0.0002734772,0.0004035601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000633371,"about_ca_system_score_gemma":0.00008536725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101764,"about_ca_topic_score_gemma":0.002587443,"domain_scores_codex":[0.9979969,0.00002799195,0.0005064112,0.0004843613,0.0006593124,0.0003250779],"domain_scores_gemma":[0.9990014,0.0001238846,0.0002490513,0.0002371095,0.0001877165,0.0002008831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002621676,0.000003406279,0.9910179,0.0003185083,0.0001332222,0.00001532622,0.00002215967,0.001351895,0.000003889145,8.430921e-7,0.002386791,0.004743478],"study_design_scores_gemma":[0.0001059079,0.00005606976,0.9497055,0.0001384874,0.0001481827,0.0000514385,0.0002098204,0.00656719,0.000006969561,0.000006768681,0.04257821,0.000425448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094641,0.02559686,0.00007680146,0.0000621625,0.001230255,0.0002757956,0.0001524242,0.0001588186,0.06298282],"genre_scores_gemma":[0.9405041,0.002875427,0.00003208903,0.000008204003,0.0005331056,0.000002259059,0.0001920393,0.000008588385,0.05584413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131235,"threshold_uncertainty_score":0.9957606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074995543587893,"score_gpt":0.2261665271592292,"score_spread":0.2054165717233503,"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."}}