{"id":"W16880069","doi":"10.1017/s0252921100016225","title":"Evolution of Am and Ap Stars","year":2002,"lang":"en","type":"article","venue":"International Astronomical Union Colloquium","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Opacity; Diffusion; Astrophysics; Convection; Turbulent diffusion; Radiative transfer; Settling; Turbulence; Convection–diffusion equation; Thermodynamics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004146261,0.0002774952,0.0002142856,0.0009579089,0.0005607776,0.0009416999,0.0003839025,0.0004714459,0.002897234],"category_scores_gemma":[0.001148168,0.0001398594,0.0003933976,0.0007294425,0.0002560201,0.0004921939,0.0008865027,0.0004688469,0.001331475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150184,"about_ca_system_score_gemma":0.0002312759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169842,"about_ca_topic_score_gemma":0.0081074,"domain_scores_codex":[0.9997578,0.00004044069,0.000007978455,0.00009160399,0.0000603243,0.00004181671],"domain_scores_gemma":[0.9995739,0.00003665881,0.00006818555,0.00003549613,0.0001324231,0.0001533578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003468319,0.0001120728,0.8065496,0.0001101212,0.0001823226,0.0005594055,0.001105586,0.03155078,0.02338685,0.03374222,0.008412052,0.09394222],"study_design_scores_gemma":[0.00002762017,0.0001778398,0.9086014,0.00002236127,0.00004298863,0.0007472842,0.0004940137,0.05010917,0.001648758,0.007612803,0.03047688,0.0000388577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623902,0.0005296129,0.00375368,0.0002871654,0.00004453305,0.00002211535,0.001788542,0.0002019265,0.03098234],"genre_scores_gemma":[0.9922532,0.00009411699,0.001996159,0.00006525426,0.0000231953,0.0000121808,0.001227879,0.00006420486,0.004263826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169842,"threshold_uncertainty_score":0.02326065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009587013077080235,"score_gpt":0.2114943143075468,"score_spread":0.2019073012304665,"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."}}