{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507524,0.0002151721,0.0001462415,0.0006455046,0.00009243321,0.0001823647,0.0001313637,0.0001995542,0.0008693011],"category_scores_gemma":[0.0002666797,0.0001313759,0.0002033436,0.0005443956,0.000201292,0.0003358763,0.0001364561,0.0001588449,0.0002233184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009926739,"about_ca_system_score_gemma":0.00007861304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008708826,"about_ca_topic_score_gemma":0.0009440611,"domain_scores_codex":[0.9998642,0.00001681866,0.000003961741,0.00003229437,0.00006135541,0.00002137377],"domain_scores_gemma":[0.9998665,0.00003744496,0.00002920781,0.000009510281,0.00004902133,0.000008375043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001383662,0.00001103781,0.0116648,0.00007623639,0.00001589076,0.0001075785,0.00007449155,0.001792977,0.9693542,0.0001644046,0.00009210804,0.01650784],"study_design_scores_gemma":[0.00002131061,0.0001547939,0.105746,0.00001181099,0.00008641843,0.0008216928,0.0003413864,0.03892638,0.8518662,0.0003502043,0.001616394,0.00005746697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569262,0.0002935959,0.04038523,0.00004191254,0.000007034895,0.000008744112,0.0001804873,0.0001469763,0.002009928],"genre_scores_gemma":[0.9945733,0.0002074087,0.004600076,0.00001523169,0.000003654288,0.000004090365,0.0001237108,0.0000137078,0.0004588371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008708826,"threshold_uncertainty_score":0.002908111,"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."}}