{"id":"W1995995078","doi":"10.1002/sat.980","title":"Introduction to the Special Issue on Emergency Telecommunications via Satellites","year":2010,"lang":"en","type":"article","venue":"International Journal of Satellite Communications and Networking","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Telecommunications; Emergency management; Communications satellite; Computer science; Context (archaeology); Computer security; Satellite; Law; Political science; Engineering","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":[0.001014953,0.0001910063,0.0002119621,0.0003193584,0.0003017688,0.0001638824,0.002734988,0.00009211653,0.0002066299],"category_scores_gemma":[0.00004942804,0.0001576906,0.0001103091,0.0004259146,0.0001185643,0.0002420333,0.0003271435,0.000901382,0.0001338068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007517541,"about_ca_system_score_gemma":0.0000197289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008897327,"about_ca_topic_score_gemma":0.0001616713,"domain_scores_codex":[0.9982316,0.0001697147,0.0009063938,0.0001357539,0.0003604119,0.0001961533],"domain_scores_gemma":[0.9968575,0.0004299025,0.0002963526,0.001702878,0.0005878945,0.0001254412],"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":[0.00002298504,0.00006222748,0.001002442,0.000005201015,0.0001505994,9.158579e-7,0.001357817,0.0001595713,0.003562093,0.001207268,0.002493463,0.9899754],"study_design_scores_gemma":[0.0001333016,0.00003889567,0.001488151,0.00005597138,0.00001894621,0.0001191451,0.0001746203,0.001403719,0.0002991134,0.0004376113,0.9956747,0.0001558732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05965248,0.3835073,0.007577681,0.2669708,0.1078307,0.002986419,0.00009186185,0.0008715874,0.1705112],"genre_scores_gemma":[0.4850766,0.4624803,0.01165599,0.0003639433,0.04001296,0.00003505122,0.0000545936,0.0000662883,0.0002542396],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9931812,"threshold_uncertainty_score":0.6430438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886853479898319,"score_gpt":0.2778073946592121,"score_spread":0.2589388598602289,"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."}}