{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009559846,0.0004676308,0.0004448402,0.0009427889,0.0005619381,0.002183033,0.0005617148,0.0009052283,0.01441526],"category_scores_gemma":[0.001869617,0.0003693662,0.0003503943,0.001125015,0.001227812,0.001664706,0.0008813735,0.001302227,0.006167919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005529277,"about_ca_system_score_gemma":0.0007983183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00068053,"about_ca_topic_score_gemma":0.000914856,"domain_scores_codex":[0.999333,0.0001035822,0.00003546652,0.0001829237,0.0002942973,0.0000507167],"domain_scores_gemma":[0.9990804,0.0004533405,0.00008752076,0.0001075658,0.0002357294,0.00003542839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001589599,0.0001042965,0.002175726,0.001657956,0.00004340347,0.0003342476,0.002568295,0.01345012,0.04574794,0.246908,0.03082903,0.656022],"study_design_scores_gemma":[0.0000296763,0.0002079736,0.006163083,0.001138081,0.00004108253,0.0007260031,0.001828474,0.01577326,0.02160513,0.1107126,0.8416666,0.0001081022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07042804,0.0375197,0.5234229,0.01013085,0.00339198,0.0004354249,0.001512111,0.001670104,0.3514888],"genre_scores_gemma":[0.4524999,0.09821523,0.2713866,0.001917722,0.002794796,0.0006925598,0.001769397,0.0006431375,0.1700807],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01441526,"threshold_uncertainty_score":0.04822385,"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."}}