{"id":"W7110953614","doi":"10.26077/sbmc-tn22","title":"ArcticSat: A CubeSat for Canada’s North, With Canada’s North","year":2025,"lang":"","type":"other","venue":"Digital Commons - USU (Utah State University)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"CubeSat; Arctic; Satellite; Indigenous; The arctic; Position (finance); Earth observation; Radiometry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006499963,0.00107433,0.001065196,0.0005317248,0.001139959,0.0003267645,0.001391612,0.0002065026,0.0009160141],"category_scores_gemma":[0.00006722592,0.00106829,0.0002359776,0.001071568,0.0005364744,0.0005840295,0.0002152006,0.0007973161,0.00002830278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007201524,"about_ca_system_score_gemma":0.03143179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938933,"about_ca_topic_score_gemma":0.9999831,"domain_scores_codex":[0.9958116,0.00008715269,0.0005268974,0.001147694,0.0008829337,0.001543658],"domain_scores_gemma":[0.9966478,0.0007478028,0.000537149,0.0007993218,0.0003874162,0.0008805513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001717109,0.0002273155,0.8277678,0.0009829522,0.002484995,0.00392658,0.0009914755,0.01145366,3.206022e-8,0.0008378673,0.1162482,0.03336207],"study_design_scores_gemma":[0.00127357,0.0004162745,0.03197422,0.0002707429,0.0004505162,0.00003548674,0.002920019,0.002196842,3.158496e-7,0.00004166295,0.9590032,0.001417193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1088107,0.0001606187,0.003200579,0.001795257,0.001841214,0.0024838,0.09159452,0.0001272344,0.789986],"genre_scores_gemma":[0.5788713,0.0001697961,0.0001782498,0.0004517393,0.00008479141,7.213119e-7,0.005097029,0.00006983806,0.4150766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.842755,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00633834990939233,"score_gpt":0.153653539581102,"score_spread":0.1473151896717096,"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."}}