{"id":"W4221136582","doi":"10.5194/egusphere-egu22-1336","title":"Modernizing Canadian Geodetic Survey’s precise GNSS orbit and clock system","year":2022,"lang":"en","type":"preprint","venue":"","topic":"GNSS positioning and interference","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"GNSS applications; Geodetic datum; Orbit determination; Orbit (dynamics); Geodesy; Ambiguity resolution; Computer science; Remote sensing; Global Positioning System; Geography; Telecommunications; Aerospace engineering; Engineering","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":[0.001471695,0.0008405456,0.0003978346,0.00369327,0.001739076,0.001836966,0.00129508,0.0005403246,0.01015982],"category_scores_gemma":[0.002931234,0.0004159354,0.0003805277,0.004504655,0.001011619,0.0009112131,0.001578997,0.00120834,0.003397189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01603234,"about_ca_system_score_gemma":0.04039691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9331093,"about_ca_topic_score_gemma":0.9463272,"domain_scores_codex":[0.997009,0.0001226496,0.00004933396,0.0002619546,0.002266512,0.000290596],"domain_scores_gemma":[0.9958559,0.00006588308,0.000067096,0.0003030275,0.00350964,0.0001984407],"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":[0.0001565173,0.00005437657,0.01276327,0.0002145899,0.00004485818,0.0001465367,0.0004885871,0.01001868,0.0180878,0.03213495,0.3597548,0.566135],"study_design_scores_gemma":[0.000066366,0.00004172148,0.02986587,0.00007149072,0.00003199831,0.0001497373,0.0001583153,0.02420482,0.009160041,0.002539623,0.9335966,0.0001133592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08080964,0.004547127,0.454366,0.01780471,0.004337418,0.001211215,0.05510062,0.03321007,0.3486133],"genre_scores_gemma":[0.2611116,0.003596541,0.531691,0.003029164,0.0007712451,0.0003465044,0.05351537,0.002221085,0.1437175],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06689066,"threshold_uncertainty_score":0.1345691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581648002925499,"score_gpt":0.2225613829075767,"score_spread":0.1867449028783217,"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."}}