{"id":"W1791163599","doi":"10.1111/j.1365-246x.2012.05695.x","title":"Incidence-angle-dependent acoustic reflections from liquid-saturated porous solids","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Poromechanics; Biot number; Angle of incidence (optics); Porous medium; Materials science; Porosity; Reflection (computer programming); Amplitude; Reflectivity; Optics; Mechanics; Acoustic wave; Physics; Composite material","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":["insufficient_payload"],"category_scores_codex":[0.0003176577,0.0001758521,0.0001738926,0.0001845944,0.0003167487,0.0003254222,0.0005715326,0.00009816164,0.007189683],"category_scores_gemma":[0.0001560189,0.0001409343,0.0001078064,0.0001999239,0.0001000057,0.0008647371,0.00006140841,0.0008047178,0.00214922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007757352,"about_ca_system_score_gemma":0.0001298278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931595,"about_ca_topic_score_gemma":0.0007899355,"domain_scores_codex":[0.9975581,0.0001342401,0.0003475258,0.0002159577,0.001149074,0.0005950613],"domain_scores_gemma":[0.9986718,0.0002913784,0.0001288354,0.0001482886,0.0002982506,0.0004614701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003879226,0.002639459,0.3009537,0.00003529427,0.00304297,0.00176784,0.006410207,0.2815313,0.2820119,0.000628471,0.0213264,0.09577318],"study_design_scores_gemma":[0.002548954,0.001503305,0.6893805,0.0001534422,0.00028023,0.00278986,0.001223784,0.2554671,0.009625357,0.01589219,0.01949931,0.001635944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442995,0.0001574456,0.03920765,0.001143756,0.004106038,0.00008463745,0.0002347999,0.00007481137,0.01069142],"genre_scores_gemma":[0.9920571,0.00005801035,0.001735744,0.0003513418,0.004247797,0.000001504349,0.0001624875,0.000009201,0.00137678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884268,"threshold_uncertainty_score":0.9986277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411759609707711,"score_gpt":0.313205225461131,"score_spread":0.2690876293640539,"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."}}