{"id":"W1953817248","doi":"10.1017/s007418090020836x","title":"2-D Radiation Transfer Model of Non-Spherically Symmetric Dust Shell in Proto-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; Asymptotic giant branch; Physics; Astrophysics; Radiative transfer; Circumstellar envelope; Reflection nebula; Stars; Asymmetry; Spectral energy distribution; Shell (structure); Circumstellar dust; Radiation; Astronomy; Cosmic dust; Optics; Galaxy","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":[0.0003782421,0.0008278401,0.0006081301,0.0005105807,0.0005710059,0.001247494,0.002263244,0.00172426,0.002889827],"category_scores_gemma":[0.0009115973,0.0007594472,0.001011205,0.0003928429,0.0009389006,0.001390784,0.0007335711,0.0005723608,0.0007119302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295108,"about_ca_system_score_gemma":0.0005082301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389865,"about_ca_topic_score_gemma":0.003671466,"domain_scores_codex":[0.9998412,0.00004607177,0.000006100326,0.00005498305,0.00002276578,0.00002892047],"domain_scores_gemma":[0.9997891,0.00005738447,0.0000433395,0.00002606046,0.0000355064,0.00004860376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005444575,0.00003681954,0.001654599,0.00002322498,0.000023405,0.0001941926,0.00007322447,0.9840613,0.002260192,0.009547986,0.0004176118,0.001652995],"study_design_scores_gemma":[0.00001043544,0.000005058905,0.0002710928,0.000001252444,0.00000297256,0.00002400621,0.000007306197,0.998289,0.0000530687,0.001248621,0.00008265882,0.00000451584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5300356,0.001380577,0.4353684,0.001370776,0.0001684075,0.0001872645,0.001162582,0.00114919,0.02917723],"genre_scores_gemma":[0.9810556,0.0003900752,0.008837089,0.0001108886,0.00007143254,0.0001225675,0.0002116488,0.00008646544,0.009114174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389865,"threshold_uncertainty_score":0.02763546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007747556411253048,"score_gpt":0.2090291209127155,"score_spread":0.2012815645014625,"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."}}