{"id":"W158638498","doi":"10.1017/s0074180900208917","title":"Extinction Maps and Dust Distribution of Planetary Nebulae","year":2003,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Planetary nebula; Physics; Flux (metallurgy); Astrophysics; Extinction (optical mineralogy); Line (geometry); Nebula; Astronomy; Optics; Chemistry; Geometry; Stars","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":[0.00009698057,0.0001136472,0.00006614783,0.001111541,0.0001239235,0.0003117271,0.0001199274,0.00008304841,0.001484219],"category_scores_gemma":[0.0005048172,0.00008430097,0.00005714044,0.0004151398,0.0001192442,0.0002340026,0.0002039517,0.00009455453,0.0002261821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283913,"about_ca_system_score_gemma":0.00003869352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009238427,"about_ca_topic_score_gemma":0.0009794935,"domain_scores_codex":[0.9999526,0.000004581673,0.00000200819,0.00001622615,0.00001902535,0.000005545046],"domain_scores_gemma":[0.9998342,0.00004188345,0.00004089512,0.00002044642,0.00004085536,0.00002167285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083754,0.0000919102,0.6665792,0.000132631,0.0001135805,0.0005096473,0.0006698344,0.008090634,0.16343,0.002856441,0.0009714178,0.1563463],"study_design_scores_gemma":[0.000006517956,0.00003172545,0.9786997,0.00001034343,0.00001285585,0.001042932,0.00009563507,0.005488185,0.01109898,0.0009403435,0.002566763,0.000006109071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885336,0.0003094635,0.006196585,0.00001879885,0.00000124343,0.000007337778,0.0005907268,0.0001030019,0.004239135],"genre_scores_gemma":[0.9942563,0.0001736733,0.00399044,0.000007146461,0.000005832571,0.000005691839,0.0007257998,0.00002098281,0.0008141936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001484219,"threshold_uncertainty_score":0.004965186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006081460602818584,"score_gpt":0.2008009983626017,"score_spread":0.1947195377597831,"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."}}