{"id":"W22567089","doi":"10.1371/journal.pone.0034777","title":"Through-the-Wall Small Weapon Detection Based on Polarimetric Radar Techniques","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Advanced SAR Imaging Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radar; Radar cross-section; Computer science; Bistatic radar; Radar imaging; Remote sensing; Continuous-wave radar; Geology; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001250309,0.000198796,0.0001893697,0.000214429,0.00008583276,0.00003474318,0.0002352919,0.000101372,0.00001024093],"category_scores_gemma":[0.00009357299,0.0001803029,0.00005508578,0.0005141747,0.00002605047,0.0001425415,0.00001318466,0.0003940937,0.00002477374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860418,"about_ca_system_score_gemma":0.000007730333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004144364,"about_ca_topic_score_gemma":0.000008530391,"domain_scores_codex":[0.9990588,0.00003294778,0.00018626,0.0002007689,0.0002520357,0.0002691548],"domain_scores_gemma":[0.9993532,0.00008135849,0.00003904741,0.0004492083,0.00004495322,0.00003228279],"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":[0.00004091006,0.0006154581,0.00008770782,0.00007584014,0.00005416338,0.000009385877,0.0000690755,0.0002744354,0.9219533,0.000222287,0.0003975187,0.07619988],"study_design_scores_gemma":[0.0001097094,0.0002442316,0.0004064838,0.0001238558,0.00003711601,0.00000153008,0.000003241736,0.009144508,0.9848726,0.002910331,0.00192157,0.0002247654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04300172,0.0007439486,0.9213254,0.001815039,0.00008275564,0.001310697,0.00001195048,0.01310719,0.0186013],"genre_scores_gemma":[0.7748001,0.00005958173,0.224183,0.0007515468,0.00007435074,0.00003040483,0.000005110109,0.00004890222,0.00004701946],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7317984,"threshold_uncertainty_score":0.7352538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836527842206309,"score_gpt":0.2233299213833519,"score_spread":0.1949646429612888,"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."}}