{"id":"W2098779857","doi":"10.1364/josaa.22.002442","title":"Detailed analytical approach to the Gaussian surface bidirectional reflectance distribution function specular component applied to the sea surface","year":2005,"lang":"en","type":"article","venue":"Journal of the Optical Society of America A","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Glycemic Index Laboratories","funders":"","keywords":"Bidirectional reflectance distribution function; Radiance; Specular reflection; Gaussian; Surface (topology); Weighting; Projection (relational algebra); Optics; Function (biology); Component (thermodynamics); Physics; Reflectivity; Mathematics; Geometry; Algorithm","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":[0.0007574829,0.0001358485,0.0002577931,0.000008826695,0.000376342,0.00006297586,0.0003527704,0.00005796852,0.00004767931],"category_scores_gemma":[0.00004963711,0.00006047371,0.0003728062,0.0005765468,0.0002309889,0.00005948623,0.00003772347,0.0004129079,0.00003536707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004949375,"about_ca_system_score_gemma":0.00005960997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005260431,"about_ca_topic_score_gemma":0.00001532788,"domain_scores_codex":[0.9983557,0.000124598,0.0003770793,0.0001661503,0.0006972138,0.0002792109],"domain_scores_gemma":[0.9990927,0.0001779371,0.0002236213,0.0002175612,0.0001062629,0.00018192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002661931,0.0001007988,0.001540554,0.000008819288,0.0001774288,4.705567e-7,0.0004123638,0.9654859,0.001119607,0.00007022299,0.02157108,0.009246564],"study_design_scores_gemma":[0.0003734572,0.0003169335,0.1572068,0.00004364842,0.0001964236,0.00009744323,0.001634854,0.7630455,0.0007001579,0.0000845723,0.07607386,0.0002262824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817894,0.0003090684,0.05577296,0.05779456,0.0004252476,0.0003734688,0.00003593965,0.00001294521,0.003486331],"genre_scores_gemma":[0.9668511,0.0000458495,0.0310996,0.001449142,0.0004296802,1.730442e-8,0.000007882612,0.000004612924,0.0001120927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024404,"threshold_uncertainty_score":0.2894556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123749685702827,"score_gpt":0.2174916989833972,"score_spread":0.2051167304131145,"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."}}