{"id":"W4253302443","doi":"10.1109/tgrs.2021.3063894","title":"IEEE Transactions on Geoscience and Remote Sensing publication information","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Geoscience and Remote Sensing","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Remote sensing; Computer science; Earth science; Data science; Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007686283,0.001030348,0.001362312,0.002531362,0.0006019289,0.002050166,0.0008795782,0.001187359,0.3374796],"category_scores_gemma":[0.002538083,0.0003801688,0.0004845705,0.003844945,0.0002977134,0.002253663,0.001070728,0.001160792,0.2088606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918213,"about_ca_system_score_gemma":0.001617253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004072763,"about_ca_topic_score_gemma":0.006038918,"domain_scores_codex":[0.9994603,0.00004208235,0.00003675708,0.00005308963,0.000355317,0.00005245301],"domain_scores_gemma":[0.997954,0.0002313213,0.00006103488,0.0003727163,0.001239498,0.0001413861],"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":[0.0001027305,0.00006629756,0.0003973376,0.0002984091,0.00001457556,0.00005953829,0.00001650804,0.0009956652,0.002287076,0.003400633,0.728194,0.2641672],"study_design_scores_gemma":[0.00001944751,0.0000361612,0.001500258,0.0001367943,0.00003595247,0.0001240745,0.00003964273,0.005220499,0.001665948,0.005629907,0.9855636,0.00002779931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009466552,0.02459101,0.1189004,0.0166134,0.1101632,0.0005640526,0.04381866,0.01037721,0.6655054],"genre_scores_gemma":[0.02954568,0.02995138,0.02694546,0.001584072,0.006032334,0.0001809236,0.05295095,0.002443444,0.8503658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6625204,"threshold_uncertainty_score":0.945005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648638240233907,"score_gpt":0.2606707675374013,"score_spread":0.2441843851350622,"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."}}