{"id":"W6928995686","doi":"10.4224/23000253","title":"Dim stars last longest","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003304023,0.00007333734,0.0001462976,0.00009893152,0.00004488567,0.000006155501,0.0001109979,0.00003956378,0.002598089],"category_scores_gemma":[0.000395478,0.00003741866,0.00003683844,0.0001866368,0.0002606332,0.00006225106,0.00003842589,0.00009163885,0.0005975593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005045207,"about_ca_system_score_gemma":0.0001410034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001097405,"about_ca_topic_score_gemma":0.00002296228,"domain_scores_codex":[0.9988173,0.00001744012,0.0001099529,0.0002020934,0.0005145448,0.0003386144],"domain_scores_gemma":[0.999167,0.00009395496,0.000019327,0.0002883431,0.00009293771,0.0003384832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000123709,0.0001075484,0.0581103,0.0000359714,0.00001755417,0.0001763349,0.0002895703,2.798656e-8,0.6647535,0.001227474,0.05888655,0.2162715],"study_design_scores_gemma":[0.006380682,0.001527218,0.4635488,0.0006356916,0.00005662505,0.000212145,0.0005625545,0.00003578588,0.05971421,0.001714446,0.4653536,0.0002582771],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8414251,0.0000700447,0.0002782478,0.01753137,0.00024956,0.0001829228,0.000004372382,0.00006222662,0.1401962],"genre_scores_gemma":[0.9739689,0.000161994,0.0004135826,0.000844854,0.0003790854,0.000009358497,0.000001882897,0.00001000913,0.02421037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6050393,"threshold_uncertainty_score":0.9983137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159081384199473,"score_gpt":0.318475395001118,"score_spread":0.2868845811591232,"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."}}