{"id":"W4402050925","doi":"10.21105/joss.06898","title":"exoTEDRF: An EXOplanet Transit and Eclipse DataReduction Framework","year":2024,"lang":"en","type":"article","venue":"The Journal of Open Source Software","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exoplanet; Eclipse; Transit (satellite); Data reduction; Reduction (mathematics); Computer science; Physics; Astronomy; Mathematics; Data mining; Engineering; Transport engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002530532,0.001370377,0.0008122753,0.001654349,0.0007927498,0.002201213,0.003098468,0.0008797545,0.01489591],"category_scores_gemma":[0.005335911,0.001035317,0.002359964,0.001205043,0.0005970767,0.002539412,0.004451926,0.002370171,0.01196104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498252,"about_ca_system_score_gemma":0.001692494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114654,"about_ca_topic_score_gemma":0.01859102,"domain_scores_codex":[0.9989773,0.00009966781,0.00009156801,0.0003046762,0.0003939773,0.0001328988],"domain_scores_gemma":[0.999091,0.0002002335,0.00007628786,0.0003130885,0.0002279038,0.00009134328],"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":[0.001729532,0.0003476644,0.01282377,0.001093962,0.0007733591,0.0008016734,0.001574725,0.01985028,0.02477095,0.05479261,0.5938277,0.2876137],"study_design_scores_gemma":[0.0005221324,0.0001489751,0.01092866,0.0002627981,0.0001448383,0.0005039704,0.000316843,0.09395903,0.02144974,0.04881941,0.8226849,0.0002587193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006929736,0.0005146484,0.5631328,0.0004245672,0.0002447369,0.000439615,0.05665812,0.3600651,0.01159075],"genre_scores_gemma":[0.06512444,0.0005425605,0.5917125,0.0006812935,0.0001636181,0.001124114,0.2333164,0.09566339,0.01167173],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01489591,"threshold_uncertainty_score":0.04983181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430854625826374,"score_gpt":0.2698838362026443,"score_spread":0.2455752899443805,"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."}}