{"id":"W2392984152","doi":"","title":"Analysis of Polarimetric Reflection Characteristic for Polluted Soil by Petroleum","year":2012,"lang":"en","type":"article","venue":"","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Petroleum; Polarimetry; Environmental science; Diesel fuel; Oil pollution; Remote sensing; Zenith; Kerosene; Azimuth; Soil science; Geology; Environmental engineering; Engineering; Optics; Chemistry; Waste management","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":[0.0002283493,0.00006655452,0.0001794543,0.000352084,0.0000651239,0.00001823967,0.00004695746,0.00004833337,0.0004788975],"category_scores_gemma":[0.00005218716,0.00004770472,0.0001023,0.0008377926,0.00001388964,0.0001107075,0.000001566669,0.00003868353,0.00001970692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002647261,"about_ca_system_score_gemma":0.00001017272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007455199,"about_ca_topic_score_gemma":0.00131512,"domain_scores_codex":[0.9993989,0.00003171295,0.0001531603,0.00009775694,0.0001075846,0.0002108723],"domain_scores_gemma":[0.9995977,0.0001033632,0.00007595085,0.0001057479,0.00002982678,0.00008739364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007106374,0.00003843522,0.9346476,0.000010714,0.0003590366,1.24343e-7,0.00005450987,0.0002663943,0.001443692,0.000008612941,0.001178125,0.06192172],"study_design_scores_gemma":[0.0001194821,0.00007367697,0.9455441,0.000001339685,0.0003650517,0.000001293561,0.00002245142,0.04621319,0.00056215,0.000005460276,0.007013076,0.00007867457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989644,0.0002844659,0.003407018,0.00005773959,0.0002462071,0.00004563337,0.0001744436,0.00002832601,0.006112195],"genre_scores_gemma":[0.9970462,0.00001665322,0.0004070541,0.00008043242,0.00007278213,4.174691e-8,0.0004594081,0.000001747456,0.001915684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06184305,"threshold_uncertainty_score":0.9991543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174802203042146,"score_gpt":0.2404265829352442,"score_spread":0.2229463626310296,"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."}}