{"id":"W2989693332","doi":"","title":"Abell 43 a Pulsating Hydrogen Rich PG 1159","year":2005,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Astrophysics; Astronomy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009300682,0.0001053024,0.000260593,0.000006866774,0.0001693117,0.00003196291,0.0006897081,0.00004433615,0.0008152443],"category_scores_gemma":[0.00005908547,0.00006769646,0.0002114189,0.00006324273,0.0001291055,0.0001213025,0.000140209,0.0001594687,0.000005628776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918848,"about_ca_system_score_gemma":0.0007929394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972856,"about_ca_topic_score_gemma":0.01125553,"domain_scores_codex":[0.9985029,0.00007581391,0.0005247921,0.0001158724,0.0004684893,0.000312175],"domain_scores_gemma":[0.9989645,0.00006434393,0.0005816694,0.0001526493,0.00007264543,0.0001642295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001069444,0.0001287492,0.003577014,0.00004099656,0.0001027983,0.000001210957,0.0004801591,0.306361,0.6296117,0.0001836789,0.05653006,0.002875678],"study_design_scores_gemma":[0.001180851,0.0001762978,0.0229611,0.0001149294,0.0001024529,0.00001540092,0.0004290398,0.01980925,0.8798034,0.0002603999,0.07474489,0.0004020485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963384,0.00005890592,0.0001333976,0.00251486,0.0005454945,0.0000509185,0.000007554161,0.000002853076,0.0003476068],"genre_scores_gemma":[0.9905911,7.078982e-7,0.008117869,0.0002304252,0.0004191059,6.190014e-7,1.605226e-7,0.000005876233,0.0006341537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865518,"threshold_uncertainty_score":0.9867992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005958442984251122,"score_gpt":0.1900487412652822,"score_spread":0.1840902982810311,"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."}}