{"id":"W4393434811","doi":"10.5281/zenodo.7415215","title":"Variable Scintillation Arcs in Millisecond Pulsars observed with the Large European Array for Pulsars","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Millisecond pulsar; Pulsar; Scintillation; Physics; Astrophysics; Astronomy; Geology; Optics","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002051951,0.000274043,0.0002932251,0.000447803,0.003164221,0.0009994275,0.001370634,0.00008737137,0.2162814],"category_scores_gemma":[0.0003635548,0.0002194705,0.000106187,0.001379501,0.0001276881,0.0002605951,0.0002087916,0.0006782529,0.001959075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004466073,"about_ca_system_score_gemma":0.00001412078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004221048,"about_ca_topic_score_gemma":0.0004062688,"domain_scores_codex":[0.9967884,0.001006351,0.0003879186,0.000673122,0.0005735842,0.000570608],"domain_scores_gemma":[0.99852,0.00009473196,0.0002887269,0.0006668727,0.0002689596,0.0001607579],"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":[0.0001250062,0.00005294486,0.00003120729,0.00008106822,0.00007665651,0.0000188278,0.0001441122,0.002757597,0.00003137989,0.000009711007,0.9883779,0.008293575],"study_design_scores_gemma":[0.0006025845,0.000295235,0.00213446,0.00002542754,0.00005816124,0.00004826976,0.0004557736,0.0007378277,0.000007080084,0.00002801461,0.9953176,0.0002895872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001366965,0.0001468246,0.0005782847,0.000530511,0.0001751071,0.0007794568,0.9913197,0.00008822479,0.005014924],"genre_scores_gemma":[0.008959149,0.0001209711,0.0001641293,0.0003783807,0.0001602618,1.206886e-7,0.9888445,0.0003096493,0.001062815],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2143223,"threshold_uncertainty_score":0.998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946067619566639,"score_gpt":0.2133415193612229,"score_spread":0.1838808431655565,"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."}}