{"id":"W4307870142","doi":"10.3389/fspas.2022.1002697","title":"Python tools for ESA’s Swarm mission: VirES for Swarm and surrounding ecosystem","year":2022,"lang":"en","type":"article","venue":"Frontiers in Astronomy and Space Sciences","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Swarm behaviour; Python (programming language); Computer science; Interfacing; Cloud computing; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199445,0.002087749,0.001185878,0.001472605,0.000974131,0.002820431,0.003901577,0.001093298,0.08076543],"category_scores_gemma":[0.005819347,0.001340322,0.002154463,0.001192811,0.001011488,0.004918339,0.005775242,0.004311522,0.08713933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009051554,"about_ca_system_score_gemma":0.002266028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672363,"about_ca_topic_score_gemma":0.003770262,"domain_scores_codex":[0.998809,0.0001716158,0.0001130539,0.000223132,0.0004965649,0.000186774],"domain_scores_gemma":[0.9980933,0.0003872416,0.0001414127,0.0005432817,0.0004860772,0.0003485985],"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":[0.0003853684,0.0001315692,0.001914415,0.0007867036,0.0001477441,0.0003131431,0.0003849756,0.00274315,0.005005972,0.01260822,0.9158142,0.05976453],"study_design_scores_gemma":[0.0003632886,0.00006539702,0.003992291,0.0002593374,0.00005834498,0.0004118144,0.0001132669,0.03471911,0.01186415,0.03740704,0.910525,0.0002208447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002857162,0.0004858401,0.1366937,0.0009192995,0.0004960034,0.00032091,0.05172941,0.7784407,0.02805696],"genre_scores_gemma":[0.04062335,0.001215551,0.2396545,0.002624076,0.000297613,0.002216842,0.1886349,0.484209,0.0405243],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.08076543,"threshold_uncertainty_score":0.2701873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540613452104316,"score_gpt":0.2671447671263555,"score_spread":0.2417386326053123,"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."}}