{"id":"W2971480620","doi":"10.1190/tle38090720.1","title":"Integrated imaging: A powerful but undervalued tool","year":2019,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Toolbox; Presentation (obstetrics); Computer science; Data science; Value (mathematics); Medicine","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":[0.03193628,0.001676755,0.001212917,0.004162533,0.002306169,0.0138259,0.006296298,0.00352737,0.02432546],"category_scores_gemma":[0.04105874,0.001117419,0.001032978,0.002405173,0.006222044,0.01943243,0.0122964,0.006716646,0.007176552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404894,"about_ca_system_score_gemma":0.004591664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246938,"about_ca_topic_score_gemma":0.00109633,"domain_scores_codex":[0.9816774,0.007614702,0.0007672419,0.001712429,0.007427996,0.0008002407],"domain_scores_gemma":[0.9496534,0.02842383,0.002261352,0.006590301,0.009629978,0.003441103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004436691,0.0002728048,0.003464724,0.001715928,0.0001368248,0.001131927,0.008181405,0.003106702,0.01366327,0.1554148,0.1174433,0.6950247],"study_design_scores_gemma":[0.00009919078,0.0003769993,0.002025153,0.003849949,0.0001382665,0.001794536,0.006853174,0.01236652,0.01178489,0.2747243,0.6856869,0.0003001917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.01792137,0.01141296,0.8333715,0.0683452,0.002891496,0.0002547428,0.0004137251,0.01355637,0.05183258],"genre_scores_gemma":[0.1727669,0.008589072,0.7795064,0.01014208,0.0023418,0.0004107553,0.0006696535,0.00365483,0.0219184],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03193628,"threshold_uncertainty_score":0.1688972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956524069496959,"score_gpt":0.2452370084538843,"score_spread":0.2256717677589147,"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."}}