{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522643,0.001747062,0.001661608,0.001809808,0.001146932,0.00280863,0.004482465,0.001176471,0.1030584],"category_scores_gemma":[0.005852609,0.001661569,0.002171383,0.001798997,0.0009948901,0.002630718,0.004433195,0.004371121,0.07126226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008660218,"about_ca_system_score_gemma":0.002662233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004151803,"about_ca_topic_score_gemma":0.007054303,"domain_scores_codex":[0.9991558,0.0001042776,0.00008162526,0.0001963064,0.0003345353,0.0001275453],"domain_scores_gemma":[0.9984688,0.0004422747,0.0001349442,0.0003745745,0.0004509228,0.0001284313],"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":[0.0002648479,0.000111722,0.002078304,0.001558334,0.0003218167,0.0002924643,0.0004507141,0.009407328,0.006977133,0.02442989,0.8079727,0.1461348],"study_design_scores_gemma":[0.0002565629,0.00006035187,0.003616855,0.0003036376,0.00009743666,0.000588766,0.0001884512,0.1107768,0.02082707,0.08884673,0.7741506,0.0002866288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001774967,0.0003277608,0.4253363,0.0003388612,0.0003128879,0.0001670971,0.02842421,0.5326792,0.01063878],"genre_scores_gemma":[0.03008546,0.0008362202,0.5402424,0.001340725,0.000199467,0.001439025,0.06456791,0.3409304,0.02035845],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1030584,"threshold_uncertainty_score":0.3447646,"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."}}