{"id":"W6949914056","doi":"10.5281/zenodo.4763318","title":"A Uniform Analysis of Directly Imaged Debris Disks with the Gemini Planet Imager","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Debris disk; Debris; Planet; Brightness; Stars; Planetary system; Solar System; Exoplanet","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":[0.00051651,0.0003815786,0.0003079009,0.002010859,0.0005618032,0.0006057165,0.0004865554,0.000329009,0.004004614],"category_scores_gemma":[0.0006182919,0.0002591155,0.0002838284,0.001466923,0.0001984482,0.0005786516,0.0006086383,0.0002846143,0.001726164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319393,"about_ca_system_score_gemma":0.0001592426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264648,"about_ca_topic_score_gemma":0.003180143,"domain_scores_codex":[0.9997643,0.00002645733,0.0000185433,0.00009473081,0.00006531717,0.00003065593],"domain_scores_gemma":[0.9995953,0.00004541186,0.00005558159,0.0001631176,0.0001122363,0.00002838226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004186424,0.0001177834,0.07625946,0.0003125065,0.0001734664,0.0004828227,0.0005296192,0.001244026,0.705631,0.00184925,0.00898721,0.2039942],"study_design_scores_gemma":[0.00003900967,0.0002600078,0.7787272,0.00003460273,0.0001394057,0.00228254,0.0002707283,0.01926438,0.1487065,0.001713436,0.04851077,0.00005136804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6365608,0.001166306,0.3063176,0.0002648267,0.00009274941,0.0005507442,0.01974227,0.01090912,0.02439565],"genre_scores_gemma":[0.5400965,0.0005100791,0.4324097,0.0001448783,0.00006422268,0.0003856213,0.0198234,0.001516106,0.005049465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004004614,"threshold_uncertainty_score":0.0133968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148130285181654,"score_gpt":0.2129267829746071,"score_spread":0.2014454801227905,"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."}}