{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005162173,0.00006053721,0.00007750023,0.00002333187,0.0001421291,0.00003126971,0.0001769669,0.00002009048,0.001218029],"category_scores_gemma":[0.00007799913,0.00003469673,0.00003665991,0.0001088744,0.00005834551,0.00007408953,0.000003155636,0.0001017613,0.002732431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002129788,"about_ca_system_score_gemma":0.00001286281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695377,"about_ca_topic_score_gemma":0.000007862123,"domain_scores_codex":[0.9994855,0.0001008987,0.00008346335,0.0000971276,0.00007894904,0.0001540734],"domain_scores_gemma":[0.9996647,0.00007937522,0.00002927635,0.0001854498,0.000008830113,0.00003241155],"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":[0.000003583266,0.000007068767,0.02928487,0.00001654009,0.000008615974,0.000003060318,0.0005060549,0.00002948854,0.00009123306,0.002151165,0.6523364,0.3155619],"study_design_scores_gemma":[0.00003474935,0.00001627581,0.001069069,0.00001460997,0.000005353332,0.00001429478,0.00003706306,0.0007232336,0.002633141,0.002193192,0.9931945,0.00006455324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04864388,0.005012101,0.001287385,0.002807787,0.0009858349,0.0002402345,0.000005137535,0.0003160604,0.9407016],"genre_scores_gemma":[0.978423,0.0002820147,0.001287438,0.005627045,0.00008541455,9.611038e-7,0.000005686718,0.000003054771,0.0142854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9297791,"threshold_uncertainty_score":0.999695,"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."}}