{"id":"W7162349724","doi":"","title":"Καινοτόμες μέθοδοι ανάλυσης δεδομενων τηλεπισκόπησης SAR","year":2024,"lang":"en","type":"other","venue":"Νημερτής","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synthetic aperture radar; Polarimetry; Satellite; Earth observation; Radar; Robustness (evolution); Earth observation satellite; Space-based radar","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005197059,0.001448046,0.001321573,0.001496318,0.00007785625,0.0003225259,0.001385257,0.00146918,0.06715716],"category_scores_gemma":[0.000148283,0.00138816,0.0006765376,0.00120673,0.000373384,0.0001125846,0.0005667076,0.001524045,0.7178503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507443,"about_ca_system_score_gemma":0.0002939004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007779351,"about_ca_topic_score_gemma":0.0004766356,"domain_scores_codex":[0.9943975,0.000197313,0.0007452804,0.001956671,0.001310164,0.001393029],"domain_scores_gemma":[0.9963393,0.00007016058,0.0004755073,0.002554687,0.00008494707,0.0004754235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002170532,0.0001249783,0.0000134054,0.000542908,0.0004700425,0.0004880411,0.0001380163,9.593382e-7,0.0002818185,0.004794483,0.9696901,0.02343354],"study_design_scores_gemma":[0.0005237921,0.00006661071,0.0001094917,0.001291329,0.0004419919,0.00008310993,0.00005390443,0.00001149627,0.0001505659,0.002539364,0.9931895,0.001538902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003210758,0.01909115,0.00008727962,0.0003050915,0.004856853,0.0009596187,0.002674669,0.005820951,0.9661723],"genre_scores_gemma":[0.00138154,0.0002913356,0.002729909,0.0005535376,0.005255087,0.00009622767,0.00005184004,0.0133777,0.9762628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6506931,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338581845821711,"score_gpt":0.2807932106910986,"score_spread":0.2674073922328815,"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."}}