{"id":"W3119806489","doi":"","title":"Characterizing the Dynamic Upper Mantle Using Multidisciplinary Approaches II Posters","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Multidisciplinary approach; Geology; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000165905,0.000227778,0.000202074,0.00002750573,0.0004328144,0.0000497398,0.0002880352,0.00009355872,0.000003966011],"category_scores_gemma":[0.00004784924,0.0001808116,0.0001048713,0.0001947144,0.00001725596,0.00009943854,0.0002820477,0.0003438376,0.00004284887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004525635,"about_ca_system_score_gemma":0.00001340591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003633568,"about_ca_topic_score_gemma":0.00002097987,"domain_scores_codex":[0.9988906,0.00004180928,0.000260734,0.0002825205,0.0001645928,0.0003597625],"domain_scores_gemma":[0.9995486,0.00005648865,0.00005403412,0.000212407,0.00001593829,0.0001126017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006929046,0.0000733914,0.004165856,0.0007855392,0.0003366281,0.0001122582,0.05056069,0.2664248,0.6683259,0.0001296248,0.0006739793,0.008342089],"study_design_scores_gemma":[0.0001756775,0.00003147897,0.0004264528,0.0001192836,0.00004198743,0.00002110278,0.001936644,0.9934452,0.00277983,0.00001891695,0.0007224526,0.0002810214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931386,0.0006213296,0.002153473,0.002297971,0.0005134234,0.0001764948,0.00001095409,0.0004986715,0.0005890438],"genre_scores_gemma":[0.9962539,0.00005276258,0.002986633,0.0002787187,0.0002764251,0.00000834506,0.00001827473,0.00008217209,0.00004278816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7270204,"threshold_uncertainty_score":0.7373282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999579917869308,"score_gpt":0.2191594311445883,"score_spread":0.1891636319658952,"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."}}