{"id":"W2595779868","doi":"10.3997/2214-4609.201600992","title":"Physical Modeling of P-wave Reflectivity in TTI Media Using Ultrasonic Techniques","year":2016,"lang":"en","type":"article","venue":"78th EAGE Conference and Exhibition 2016","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Azimuth; Anisotropy; Reflectivity; Tilt (camera); Optics; Ultrasonic sensor; Materials science; Acoustics; Physics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001461586,0.0001120841,0.0001763681,0.0000884333,0.00002455843,0.000015237,0.00003536984,0.00007478319,0.000024178],"category_scores_gemma":[0.00005867732,0.00008315155,0.00002849292,0.00008259129,0.00004753902,0.0002391867,0.00001384526,0.00008955622,0.00000289714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004627604,"about_ca_system_score_gemma":0.00003430862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002957473,"about_ca_topic_score_gemma":0.00002131498,"domain_scores_codex":[0.9993683,0.00002231242,0.0001853229,0.0001545393,0.000102435,0.0001670859],"domain_scores_gemma":[0.9996578,0.00009413854,0.00003794774,0.0001034989,0.00006560073,0.00004108697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008060128,0.00002680485,0.00007607068,0.00004282056,0.00000564354,0.000001860294,0.0003185368,0.0004082006,0.9661415,0.000867373,0.000009939485,0.03209316],"study_design_scores_gemma":[0.0003666471,0.00004368476,0.0002694152,0.0007872317,0.00001530929,0.000006666097,0.00008745951,0.6403232,0.3463342,0.01153715,0.00001265717,0.0002163342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689321,0.00005349643,0.2300725,0.00002751304,0.00003923953,0.00008343496,0.00001984006,0.00006168406,0.0007101548],"genre_scores_gemma":[0.9982992,0.0003760179,0.001213149,0.000006794786,0.00007009909,0.00000856676,0.000004157769,0.00001342863,0.000008565587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.639915,"threshold_uncertainty_score":0.3390822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096175710093367,"score_gpt":0.2519243549402959,"score_spread":0.2109625978393622,"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."}}