{"id":"W7012797855","doi":"","title":"Brave in Season","year":2023,"lang":"en","type":"article","venue":"Digital Commons - Ursinus (Ursinus College)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Stereotype (UML); Set (abstract data type); Mythology; EPIC; Sight; Quarter (Canadian coin); Yard","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001054276,0.0002309556,0.0002239117,0.0001981799,0.0001289176,0.0001044729,0.0002425797,0.0002231183,0.00002660715],"category_scores_gemma":[0.00007669419,0.0002437937,0.0001312426,0.0007538113,0.0001164317,0.00002400404,0.0001402239,0.0001761629,0.0002222526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006196176,"about_ca_system_score_gemma":0.00008810063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002885325,"about_ca_topic_score_gemma":0.0002562668,"domain_scores_codex":[0.9985967,0.00004386304,0.0002395636,0.00043753,0.0002038362,0.0004785442],"domain_scores_gemma":[0.9992375,0.00002629632,0.00005641902,0.0004728208,0.0000651555,0.0001417968],"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":[0.002407961,0.0007297604,0.09716912,0.0001020937,0.0002890985,0.0005727928,0.0006564875,0.0004462069,0.04463644,0.008277763,0.7395628,0.1051495],"study_design_scores_gemma":[0.003280821,0.001360232,0.2083518,0.0001053717,0.00004239414,0.0003084273,0.001170386,0.0006234574,0.00664958,0.003132814,0.7737358,0.001238919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290261,0.0001952807,0.00003946378,0.0007624361,0.0006355973,0.0002891585,0.0002817642,0.0001074274,0.06866284],"genre_scores_gemma":[0.9934957,0.00001168743,0.00004745683,0.0001820703,0.000227646,0.00001481272,0.0006252718,0.00005123108,0.005344123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111827,"threshold_uncertainty_score":0.9941617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009664774054579044,"score_gpt":0.229759118544975,"score_spread":0.2200943444903959,"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."}}