{"id":"W2118028921","doi":"10.5539/apr.v5n2p33","title":"Photometric Study of Transition Objects Which Lie Between the Asymptotic Giant Branch (AGB) and Planetary Nebulae (PNe)","year":2013,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planetary nebula; Asymptotic giant branch; Physics; Astrophysics; Stars; Supergiant; Astronomy; Red supergiant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696458,0.0001160596,0.0001602896,0.002236245,0.0003406956,0.0003020617,0.0001642515,0.0001258309,0.001242248],"category_scores_gemma":[0.0003462048,0.00008339761,0.0001319723,0.001377148,0.0001668261,0.0002193103,0.0002693399,0.0001059678,0.0003178341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160368,"about_ca_system_score_gemma":0.0001408463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003264179,"about_ca_topic_score_gemma":0.00508477,"domain_scores_codex":[0.9999033,0.000009992582,0.000006853381,0.00003247179,0.00002352829,0.00002391479],"domain_scores_gemma":[0.9996817,0.00004836699,0.0001218284,0.00003768729,0.00004406078,0.00006635946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009034017,0.00006143322,0.978552,0.00001950783,0.00001337019,0.0001713731,0.000248903,0.00007962363,0.007062004,0.0001028872,0.000148049,0.01345048],"study_design_scores_gemma":[7.684936e-7,0.00001198704,0.999286,7.472636e-7,0.000002740385,0.0001306571,0.00005851696,0.00009093734,0.0002286175,0.00001163617,0.0001768153,6.135543e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987525,0.00008679337,0.000232936,0.00000559629,9.822267e-7,0.000006320392,0.0002313715,0.000007930035,0.000675564],"genre_scores_gemma":[0.9979091,0.00008130911,0.0004409637,0.00000336214,0.000004132156,0.000005313298,0.001104627,0.000003236124,0.0004478147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003264179,"threshold_uncertainty_score":0.00649035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564091727860012,"score_gpt":0.3051290259382432,"score_spread":0.2694881086596431,"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."}}