{"id":"W4404136644","doi":"10.22201/ia.01851101p.2024.60.02.10","title":"THE CAVITY PROJECT: SPATIALLY-RESOLVED AND CHARACTERISTIC PROPERTIES OF GALAXIES DERIVED USING pyPipe3D","year":2024,"lang":"en","type":"article","venue":"Revista Mexicana de Astronomía y Astrofísica","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Galaxy; Astrophysics; Physics","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":[0.00144613,0.001428285,0.001232066,0.002480291,0.0006828103,0.001737213,0.002311643,0.0005323069,0.006086299],"category_scores_gemma":[0.004723702,0.0009273011,0.001777594,0.003395326,0.0005795648,0.001387702,0.002208005,0.001540523,0.004014476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907692,"about_ca_system_score_gemma":0.001730618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329569,"about_ca_topic_score_gemma":0.01675439,"domain_scores_codex":[0.999392,0.00009000177,0.00003530852,0.0002027301,0.000179682,0.000100353],"domain_scores_gemma":[0.9987094,0.0004757936,0.0001286099,0.0003449622,0.0001846381,0.0001565674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002666798,0.0007823637,0.1952711,0.002419055,0.001693896,0.001188801,0.00416133,0.1000436,0.03321095,0.009611316,0.5085142,0.1404366],"study_design_scores_gemma":[0.0012098,0.0002827733,0.1820461,0.0001754218,0.0003106442,0.0006493605,0.001087491,0.5725871,0.02615256,0.01323954,0.2017635,0.0004957074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2888214,0.0003622745,0.09965494,0.0003288275,0.00008712782,0.0003047598,0.4094386,0.1953782,0.005623738],"genre_scores_gemma":[0.303557,0.0002859008,0.1386027,0.0001274103,0.00004260143,0.001141521,0.5329682,0.02161358,0.001661203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02329569,"threshold_uncertainty_score":0.0463202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659360483014298,"score_gpt":0.2352163446810751,"score_spread":0.2186227398509321,"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."}}