{"id":"W4321492590","doi":"10.5194/egusphere-egu23-2172","title":"CASSIOPE - Swarm Echo as a Fourth Element of the Swarm Constellation: Scientific Synergies and the Next Chapter","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Swarm behaviour; Constellation; Spacecraft; Computer science; Satellite; Remote sensing; Aerospace engineering; Physics; Geography; Engineering; Astronomy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00191767,0.0004619851,0.0003452566,0.0009674513,0.0008635807,0.004338776,0.000518174,0.001547974,0.01394939],"category_scores_gemma":[0.001823134,0.0002833688,0.000459482,0.001656885,0.0008242544,0.004019453,0.002110046,0.002181491,0.00388817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009981589,"about_ca_system_score_gemma":0.001172844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428048,"about_ca_topic_score_gemma":0.001489429,"domain_scores_codex":[0.9993277,0.0001757759,0.00002152484,0.00007978449,0.0003150105,0.00008027808],"domain_scores_gemma":[0.9993014,0.0002655128,0.00004099173,0.000103327,0.000180134,0.0001086573],"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":[0.0001151798,0.0001033612,0.001946028,0.00103224,0.00005071589,0.0004960699,0.002960765,0.001903887,0.004804499,0.464403,0.2018058,0.3203785],"study_design_scores_gemma":[0.000005287809,0.00002803596,0.0007017924,0.0002076069,0.000006191828,0.000239258,0.0002586117,0.0003850255,0.0007027005,0.01311787,0.9843339,0.00001370956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03221312,0.1976901,0.07073454,0.05501542,0.01745737,0.000384728,0.001614754,0.001761242,0.6231288],"genre_scores_gemma":[0.1682971,0.205026,0.1050203,0.008876634,0.01848305,0.0006804997,0.00496072,0.002731627,0.485924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01394939,"threshold_uncertainty_score":0.04666537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875631887352622,"score_gpt":0.2519193601481031,"score_spread":0.2231630412745769,"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."}}