{"id":"W2000835431","doi":"10.1127/1864-5658/2015-62","title":"Geological uncertainty and geophysical inversion","year":2015,"lang":"en","type":"article","venue":"Geotectonic Research","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Geophysics; Inversion (geology); Seismology; Tectonics","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":[0.002256889,0.0005931213,0.0007396631,0.001758775,0.00097809,0.003603993,0.0006080603,0.002247172,0.02277552],"category_scores_gemma":[0.01547038,0.0003192295,0.0004428131,0.0015507,0.003021212,0.004881494,0.001699364,0.003025714,0.002079399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446098,"about_ca_system_score_gemma":0.0007297752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798431,"about_ca_topic_score_gemma":0.003014548,"domain_scores_codex":[0.9993562,0.0002763144,0.00003352395,0.0001265248,0.0001736461,0.00003382353],"domain_scores_gemma":[0.9960726,0.002734019,0.0001126945,0.0001994086,0.0007724605,0.0001088044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003431113,0.00002072855,0.0008306906,0.0001423708,0.0000306382,0.0001146772,0.0002612229,0.01198347,0.0003100854,0.801276,0.09142371,0.0935721],"study_design_scores_gemma":[0.000005395453,0.00001311288,0.0007156811,0.0001424305,0.00001238426,0.00008784213,0.0002102709,0.01293228,0.0002323425,0.8606438,0.1249796,0.00002496603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02040698,0.1319908,0.197438,0.2645754,0.02256814,0.00004399599,0.0009484382,0.0005088737,0.3615193],"genre_scores_gemma":[0.5293087,0.09714726,0.03428165,0.01640114,0.05829911,0.00008480853,0.0008225772,0.0006741068,0.2629807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02277552,"threshold_uncertainty_score":0.07619166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337492416423023,"score_gpt":0.3197773207748134,"score_spread":0.186028079132511,"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."}}