{"id":"W3160084689","doi":"10.1002/9781119815570.ch9","title":"Geomagnetic Field Impacts on Ground Systems","year":2021,"lang":"en","type":"other","venue":"Geophysical monograph","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earth's magnetic field; Geology; Geophysics; Field (mathematics); Meteorology; Magnetic field; Geography; Physics; Mathematics","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":[0.00005156919,0.0005755735,0.0005496935,0.0001626068,0.00009229736,0.00008366995,0.0003270632,0.0006069282,0.0005006451],"category_scores_gemma":[0.00003903703,0.0005385855,0.0003677684,0.0002310955,0.0001335548,0.00000149397,0.0002013142,0.000281796,0.0001508648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005051907,"about_ca_system_score_gemma":0.00004471638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105209,"about_ca_topic_score_gemma":0.0002495961,"domain_scores_codex":[0.9978898,0.0001061118,0.0002603879,0.0008433283,0.000301143,0.0005992297],"domain_scores_gemma":[0.9986283,0.0000401933,0.0001605043,0.000923101,0.00004581,0.0002020636],"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":[0.00006276097,0.0002518174,0.0006927043,0.0003302655,0.0003632921,0.00007860389,0.00002493553,0.000006282198,0.006378168,0.0003390391,0.9879013,0.003570803],"study_design_scores_gemma":[0.0006947514,0.003004232,0.01202593,0.0004078174,0.0001181152,0.00002012629,0.00005984325,0.000006466813,0.0005074545,0.00006654542,0.9821672,0.0009215292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04843762,0.0595432,0.00007118018,0.0002549286,0.002432025,0.000874568,0.000197615,0.0001558977,0.888033],"genre_scores_gemma":[0.2107652,0.007441178,0.0002237415,0.0009789212,0.004540128,0.0002638914,0.001148391,0.0006384687,0.774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1623276,"threshold_uncertainty_score":0.9997066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007832364128587002,"score_gpt":0.2285521046190274,"score_spread":0.2207197404904404,"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."}}