{"id":"W134324659","doi":"","title":"The ESA GML Application Schema for EO Products: extension to new product types","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Metadata; Computer science; Data access; Database; Ground segment; World Wide Web; Engineering; Satellite","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":[0.0001978568,0.00008494798,0.00006471286,0.00002905047,0.0002848507,0.00008876037,0.0006179555,0.00002492512,0.000001098157],"category_scores_gemma":[0.0001631073,0.00006234707,0.00002621717,0.000370598,0.000023366,0.0001544974,0.0001256961,0.0000960117,0.00005950291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013611,"about_ca_system_score_gemma":0.00008069643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007412886,"about_ca_topic_score_gemma":0.000007958322,"domain_scores_codex":[0.9991362,0.000006140583,0.0001404351,0.0004181806,0.0001362763,0.000162781],"domain_scores_gemma":[0.9987312,0.00008361326,0.00006547396,0.0007962861,0.0002539316,0.00006952151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004296045,0.00002668908,0.00001047176,0.0000042864,0.000002731834,6.81191e-8,0.00006074327,0.000156286,0.07409696,0.5045716,0.02013952,0.4009263],"study_design_scores_gemma":[0.00006029795,0.00003111003,0.0003310599,0.000003704735,0.000002151509,0.000005344561,0.000002071625,0.003097822,0.06056677,0.1381562,0.7976388,0.0001046412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001863183,0.00005713121,0.9610536,0.03528856,0.0001901088,0.00104389,0.000001468844,0.0002543501,0.0002477512],"genre_scores_gemma":[0.0945923,0.000006111195,0.9017389,0.000591907,0.0005697201,0.000585166,0.000007461033,0.00001242577,0.001896028],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7774993,"threshold_uncertainty_score":0.254244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547054535499543,"score_gpt":0.3040788082086003,"score_spread":0.2886082628536049,"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."}}