{"id":"W1976530481","doi":"10.1109/igarss.2011.6050229","title":"Greetings from GRSS president","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Ideal (ethics); Remote sensing; Computer science; Library science; Data science; Political science; Geography; Physics; Law","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":[0.0028349,0.001241346,0.001022211,0.001196087,0.002107354,0.004393659,0.0007514968,0.004349368,0.1371618],"category_scores_gemma":[0.009503494,0.0003671472,0.0008020813,0.0008799604,0.0006028874,0.001966744,0.002508315,0.006675369,0.1655566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287511,"about_ca_system_score_gemma":0.00195263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120823,"about_ca_topic_score_gemma":0.009986578,"domain_scores_codex":[0.9977131,0.0002800096,0.00008616652,0.0002600743,0.001364164,0.0002965184],"domain_scores_gemma":[0.9936707,0.0005650633,0.0002464509,0.0003672886,0.003043944,0.002106444],"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":[0.00002192699,0.00000632172,0.00008092341,0.00001320332,0.000001828953,0.00003864219,0.00001064598,0.00002280428,0.000117528,0.0002811195,0.9927578,0.00664721],"study_design_scores_gemma":[0.000005751438,0.00001641438,0.0003697413,0.00002442035,0.000001575349,0.00005201001,0.00005587459,0.00004628598,0.00007573166,0.000210644,0.999135,0.000006754088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002005496,0.01108172,0.002308787,0.3238203,0.4487111,0.0001857156,0.003222185,0.002179394,0.2064853],"genre_scores_gemma":[0.01062783,0.004943712,0.001372862,0.079287,0.05981785,0.0001272911,0.002455221,0.001280437,0.8400878],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1371618,"threshold_uncertainty_score":0.4588519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365279794532347,"score_gpt":0.2422043912407231,"score_spread":0.1985515932953996,"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."}}