{"id":"W4238998972","doi":"10.1190/int-2013-0031.1","title":"Critical reflection illumination analysis","year":2013,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Reflection (computer programming); Offset (computer science); Total internal reflection; Optics; Critical reflection; Geology; Azimuth; Computer science; Physics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001049472,0.00004793994,0.00006258125,0.0002121108,0.00006249996,0.00008184171,0.00005577048,0.00003298414,0.004626925],"category_scores_gemma":[0.0001351763,0.0000418768,0.00005094771,0.0003260831,0.00004143813,0.0005623855,0.00000213024,0.00005444838,0.000743504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000635376,"about_ca_system_score_gemma":0.000005709595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004222076,"about_ca_topic_score_gemma":0.00005736397,"domain_scores_codex":[0.9995105,0.00004842718,0.000114119,0.0001219131,0.0001154926,0.0000895798],"domain_scores_gemma":[0.9996706,0.00008634173,0.00002910987,0.00007519688,0.0001042235,0.00003447452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001340181,0.00001260348,0.07116468,0.000008645919,0.00006013939,8.84081e-7,0.0007918494,0.0006163701,0.0004060965,0.0002021385,0.01042643,0.9162968],"study_design_scores_gemma":[0.00002711996,0.00004931086,0.1537959,0.000006282218,0.0000545594,0.000002114006,0.0001665317,0.8389502,0.001503182,0.004426443,0.0009478653,0.00007050612],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5415139,0.0001082048,0.3631751,0.003333823,0.0006177572,0.0002014561,0.000008833945,0.0004243254,0.09061666],"genre_scores_gemma":[0.9959402,0.000004401525,0.002654288,0.001052124,0.00002663867,0.000002348474,0.00007263807,0.000001127937,0.0002462426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162263,"threshold_uncertainty_score":0.996283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010731938515797,"score_gpt":0.2634962973395514,"score_spread":0.2533889779543934,"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."}}