{"id":"W7106568104","doi":"10.48322/fxfx-v946","title":"Alouette-2 Topside Sounder Ionogram Data","year":2025,"lang":"en","type":"dataset","venue":"Space Physics Data Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Ionogram; Microsecond; Sampling interval; Depth sounding; Nyquist frequency; Ionosphere; Sample (material); Critical frequency","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":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.002467941,0.001626111,0.001745202,0.0001593785,0.0004904961,0.000832437,0.02081278,0.0007871616,0.000403583],"category_scores_gemma":[0.002099365,0.001734385,0.0002232385,0.001510756,0.0008215897,0.0028617,0.03439859,0.002826254,0.03245383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031799,"about_ca_system_score_gemma":0.001884649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482562,"about_ca_topic_score_gemma":0.008236799,"domain_scores_codex":[0.9893385,0.0007572216,0.001053561,0.005461875,0.00186158,0.001527279],"domain_scores_gemma":[0.9396448,0.0004813069,0.0007488022,0.058397,0.0003174726,0.000410667],"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":[0.00008688518,0.0008069541,0.00008439495,0.000783294,0.0007194506,0.00003042376,0.00001370928,0.00001711383,0.00001537579,0.00003025787,0.9941687,0.003243446],"study_design_scores_gemma":[0.0006215136,0.00002400982,0.00009513841,0.0001332213,0.0009738565,0.000004073878,0.00006145782,0.000524789,0.00001393181,0.001114531,0.9949659,0.001467624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001822066,0.0004278943,0.001029798,0.0005221221,0.001331507,0.00139379,0.9945363,0.0005110062,0.0002293779],"genre_scores_gemma":[0.00001608219,0.0002613021,0.0008245242,0.0003919945,0.0007747468,0.0000540115,0.9972594,0.00006185123,0.0003561285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05293513,"threshold_uncertainty_score":0.9996486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298858688096577,"score_gpt":0.3649840072705237,"score_spread":0.235098138460866,"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."}}