{"id":"W7098192236","doi":"","title":"Received; accepted Submitted to PASP","year":2004,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supernova; Galaxy; Red supergiant; Supergiant; Spiral galaxy; Absolute magnitude","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009123046,0.0008974963,0.0007928318,0.001214683,0.001835728,0.003002519,0.001384137,0.001751671,0.8300442],"category_scores_gemma":[0.004868076,0.0003719358,0.0006228217,0.0007495968,0.0006928899,0.001438934,0.002253518,0.001479863,0.540089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050559,"about_ca_system_score_gemma":0.001611788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589557,"about_ca_topic_score_gemma":0.003668695,"domain_scores_codex":[0.999226,0.00007383528,0.0000636976,0.0002112736,0.0002947041,0.0001304808],"domain_scores_gemma":[0.9963496,0.000433351,0.0001123277,0.0004594029,0.001751334,0.0008939139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008315281,0.0003072262,0.001700071,0.0005780463,0.00005610677,0.001306961,0.0003820988,0.0005385194,0.003707137,0.02365514,0.7827455,0.1841916],"study_design_scores_gemma":[0.0000261772,0.00006006048,0.001159986,0.00005025794,0.000006214937,0.0001412846,0.00008731351,0.00009307176,0.0003387544,0.001543199,0.9964882,0.000005519594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006526857,0.002338685,0.00160565,0.01439511,0.02343169,0.0004329583,0.00945337,0.0006852189,0.9411305],"genre_scores_gemma":[0.01227576,0.0007414021,0.0007083663,0.0008149367,0.001066197,0.00004494977,0.003059792,0.0002179625,0.9810708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1699558,"threshold_uncertainty_score":0.2424213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655615847063121,"score_gpt":0.2078234581326434,"score_spread":0.1612672996620122,"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."}}