{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003264531,0.00004678823,0.00004023616,0.00001870315,0.0000471783,0.00002543293,0.0005501059,0.00001563425,0.00007906718],"category_scores_gemma":[0.000003746266,0.0000410969,0.00002151251,0.00009890358,0.00001216291,0.0002005239,0.000175011,0.00003374547,0.00009767802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007982599,"about_ca_system_score_gemma":0.00000961004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287037,"about_ca_topic_score_gemma":0.000003927752,"domain_scores_codex":[0.9995426,0.000006171324,0.0000900905,0.0001834658,0.00009748818,0.00008019325],"domain_scores_gemma":[0.9996015,0.00002777218,0.00003231918,0.0002643404,0.00003620245,0.00003784009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[5.536052e-7,0.00002558516,0.0001380658,4.107628e-7,0.000002739421,0.000001596662,0.000242626,0.00001075524,0.0002737972,0.9743142,0.001523338,0.0234664],"study_design_scores_gemma":[0.00005281058,0.0000189169,0.01260441,0.000003628285,0.000001310043,0.000002233348,0.000007593753,0.01069583,0.01602779,0.9528536,0.007625423,0.0001065217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002635763,0.00001239201,0.9618652,0.0003292724,0.00002579868,0.00006677173,7.788781e-7,0.0003837776,0.03468019],"genre_scores_gemma":[0.3299639,0.000002653808,0.6691951,0.0004672456,0.00001717502,0.00002388742,0.000001109905,0.000002367147,0.0003266001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3273282,"threshold_uncertainty_score":0.1675883,"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."}}