{"id":"W4232248011","doi":"10.1190/tle22100933b.1","title":"Sneak Previews","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Canyon; Submarine pipeline; Inversion (geology); Environmental geology; Geophysical imaging; Seismology; Foothills; Fossil fuel; Natural gas field; Geophysics; Geomorphology; Oceanography; Natural gas; Telmatology; Cartography; Geography; Engineering; Tectonics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007358526,0.0008960996,0.0008035279,0.003673114,0.001740107,0.003231052,0.001267532,0.00140936,0.7845557],"category_scores_gemma":[0.00396945,0.0003495764,0.000627101,0.00342738,0.0003640738,0.002650206,0.002523241,0.00152308,0.6234024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009134737,"about_ca_system_score_gemma":0.001643553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007558725,"about_ca_topic_score_gemma":0.02324984,"domain_scores_codex":[0.9993875,0.00004911616,0.00003557768,0.00005793141,0.0003853462,0.00008446931],"domain_scores_gemma":[0.9974642,0.0003286244,0.00008015873,0.0002250385,0.001408528,0.0004934027],"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":[0.00001087072,0.000009144445,0.00003730277,0.00004461139,5.806432e-7,0.00001989227,0.000008941129,0.00001537223,0.00004020285,0.0003696708,0.9799886,0.01945481],"study_design_scores_gemma":[0.000002302383,0.000003220434,0.000140357,0.00002780412,5.240569e-7,0.00001504401,0.00001752898,0.00001529957,0.00002832081,0.0002068336,0.9995402,0.000002669721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005357779,0.002447297,0.001918926,0.008001464,0.03554744,0.0002968942,0.03170171,0.005715684,0.9138348],"genre_scores_gemma":[0.001202114,0.001166002,0.0007086864,0.003191642,0.003947588,0.00009129851,0.01270707,0.001174512,0.9758111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7845557,"threshold_uncertainty_score":0.3073052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176232786791972,"score_gpt":0.2443017278792959,"score_spread":0.2125394000113762,"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."}}