{"id":"W2116833165","doi":"10.2172/945944","title":"Feature Detection, Characterization and Confirmation Methodology: Final Report","year":2007,"lang":"en","type":"report","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Characterization (materials science); Geology; Geography; Computer science","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":[0.04086136,0.002506329,0.001400518,0.005682888,0.002144297,0.007116922,0.004354926,0.002133283,0.1112967],"category_scores_gemma":[0.1043811,0.001842131,0.00279357,0.003146026,0.001179803,0.005169492,0.005180455,0.002717796,0.1333937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542211,"about_ca_system_score_gemma":0.01239231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007888599,"about_ca_topic_score_gemma":0.004346959,"domain_scores_codex":[0.9658608,0.006141404,0.003885194,0.003514794,0.01899885,0.001599096],"domain_scores_gemma":[0.8494557,0.01771081,0.005800224,0.03190174,0.09290564,0.002225875],"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":[0.0003681796,0.0004415656,0.005861795,0.001807968,0.0001569405,0.000321733,0.0007453097,0.002170236,0.0128126,0.00816454,0.6977065,0.2694426],"study_design_scores_gemma":[0.0002206395,0.0003599416,0.006388214,0.001135661,0.000176177,0.0005943116,0.0005969066,0.01054067,0.05272416,0.008668303,0.9183664,0.0002285662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007355634,0.0007939146,0.7577947,0.003524798,0.002405781,0.01105119,0.09987228,0.08295953,0.03424225],"genre_scores_gemma":[0.0184149,0.0007581609,0.7718071,0.0009935631,0.0005048646,0.009534481,0.1330812,0.02690569,0.03800002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1112967,"threshold_uncertainty_score":0.3723245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09407435819773122,"score_gpt":0.311615232188875,"score_spread":0.2175408739911438,"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."}}