{"id":"W4415896265","doi":"10.21105/joss.08525","title":"dfreproject: A Python package for astronomical reprojection","year":2025,"lang":"","type":"article","venue":"The Journal of Open Source Software","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; Herzberg Institute of Astrophysics; University of Toronto; Centre for Research in Astrophysics of Québec","funders":"","keywords":"Python (programming language); R package; Reprojection error; Software package","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003154034,0.0002671001,0.0004972651,0.0002136441,0.0008930712,0.001174254,0.003885722,0.00009851834,0.00002713517],"category_scores_gemma":[0.0004272437,0.0002060151,0.0003910581,0.001005612,0.0001546015,0.0007755602,0.001441286,0.0005633566,0.00002262731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942554,"about_ca_system_score_gemma":0.001295864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125012,"about_ca_topic_score_gemma":0.000007302871,"domain_scores_codex":[0.9974501,0.0003482823,0.001059872,0.0004232591,0.0003686656,0.0003498723],"domain_scores_gemma":[0.9950093,0.001613034,0.001206891,0.001102288,0.0009489822,0.0001194735],"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":[0.00119943,0.0008453438,0.001201845,0.0001342876,0.0006802293,0.000002238577,0.007845573,0.02903355,0.0006828214,0.03899716,0.08103065,0.8383469],"study_design_scores_gemma":[0.008220153,0.002283447,0.02545851,0.001506067,0.0013612,0.0003586211,0.003172495,0.1582254,0.003798773,0.3009024,0.4933228,0.001390118],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01582597,0.0004844255,0.9737486,0.007220997,0.0008199398,0.001401988,0.00002567262,0.0000317378,0.0004406561],"genre_scores_gemma":[0.8718281,0.00005930484,0.1204176,0.001068414,0.0009580639,0.00008112395,0.00001003974,0.0000554061,0.00552186],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8560022,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001327499582384,"score_gpt":0.3279473933784337,"score_spread":0.2979341183826099,"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."}}