{"id":"W2045114662","doi":"10.1190/tle32020228.1","title":"Making sound decisions","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Sound (geography); Eagle; Archaeology; West virginia; Geology; Geography; Vendor; Geomorphology; Political science; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02059393,0.001141759,0.0009443694,0.001994967,0.008654698,0.01946655,0.003501629,0.01073915,0.07653265],"category_scores_gemma":[0.07286788,0.0005980355,0.0009004858,0.001183079,0.006557626,0.01512793,0.008231087,0.01211167,0.02634745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004419635,"about_ca_system_score_gemma":0.0167398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004454319,"about_ca_topic_score_gemma":0.008057451,"domain_scores_codex":[0.9842454,0.005619991,0.0007209181,0.00206238,0.004408234,0.002943142],"domain_scores_gemma":[0.9694467,0.01144259,0.001410606,0.002809292,0.007555943,0.007334836],"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":[0.0001135503,0.0001761197,0.001897415,0.0001595614,0.00007771955,0.0007172569,0.005045303,0.001241445,0.0006008741,0.251858,0.6075128,0.1305998],"study_design_scores_gemma":[0.00003234083,0.00003400064,0.0004769677,0.0004016413,0.00003249566,0.0001408497,0.008719684,0.001014333,0.0003326134,0.3656674,0.6230947,0.00005293554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008955407,0.002520626,0.05298167,0.4870673,0.007023444,0.0003741244,0.0005272629,0.0007170891,0.439833],"genre_scores_gemma":[0.4677979,0.007543382,0.0972077,0.2137731,0.004000572,0.0008383319,0.001626842,0.001064714,0.2061475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07653265,"threshold_uncertainty_score":0.2560273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104048829489177,"score_gpt":0.2819363547692241,"score_spread":0.1778875252800472,"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."}}