{"id":"W2982274526","doi":"10.4095/295685","title":"Technical guidelines for reduction of space weather impacts on geostationary satellites","year":2015,"lang":"en","type":"report","venue":"","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geostationary orbit; Reduction (mathematics); Meteorology; Space weather; Weather satellite; Environmental science; Space (punctuation); Remote sensing; Computer science; Satellite; Geography; Aerospace engineering; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005710861,0.0001975708,0.0002963599,0.000147064,0.00004030203,0.00002012499,0.00006787592,0.0001589904,0.000309914],"category_scores_gemma":[0.0001624401,0.0001497442,0.0001748866,0.0001127644,0.00003829555,0.00009593926,0.00001627555,0.00009741136,0.00002025215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222286,"about_ca_system_score_gemma":0.0008636257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001723869,"about_ca_topic_score_gemma":0.000006078104,"domain_scores_codex":[0.9985342,0.0000202884,0.0004616014,0.0002419127,0.0006135406,0.0001284493],"domain_scores_gemma":[0.9955912,0.00005112553,0.0004345315,0.0002409365,0.00361521,0.00006703123],"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":[0.00006561933,0.0001326288,0.0002153621,0.00005757346,0.00007986314,1.008481e-7,0.00007553169,0.0007071376,0.003578082,0.01323809,0.9608694,0.02098066],"study_design_scores_gemma":[0.0007181695,0.0003328945,0.000846036,0.0003280271,0.0001362803,0.000005430731,0.001034611,0.0005186255,0.01205753,0.01723171,0.9663033,0.0004873091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004820617,0.001806052,0.1219177,0.01654399,0.005309797,0.004683161,0.0009340572,0.000381266,0.8436033],"genre_scores_gemma":[0.366336,0.0007831289,0.1495871,0.0001543897,0.02066193,0.0006627745,0.01292626,0.0004144022,0.448474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3951293,"threshold_uncertainty_score":0.6106392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253364458419443,"score_gpt":0.3954272425652736,"score_spread":0.2700907967233293,"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."}}