{"id":"W4384704024","doi":"10.1017/bsl.2023.19","title":"NOTICES","year":2023,"lang":"en","type":"article","venue":"Bulletin of Symbolic Logic","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Chicago; Univerza v Ljubljani; Nankai University; University of Illinois at Urbana-Champaign; Dalhousie University; American Mathematical Society; Yonsei University; University of Cambridge; Università degli Studi di Milano","keywords":"Content (measure theory); Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002417353,0.00007898347,0.0001715444,0.000007368089,0.0001977511,0.00001052094,0.0001477702,0.00006777811,0.0007503296],"category_scores_gemma":[0.00006331812,0.00002904906,0.00009113097,0.0002759912,0.0000865753,0.000008630263,0.0000511537,0.00005703183,0.0005234313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007115531,"about_ca_system_score_gemma":0.000003191658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276,"about_ca_topic_score_gemma":0.00004561697,"domain_scores_codex":[0.9992372,0.00004204446,0.000172296,0.0001602588,0.0001553127,0.0002328668],"domain_scores_gemma":[0.9995341,0.000257697,0.00006252969,0.00003594747,0.00006075701,0.00004895667],"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":[0.00004059591,0.000384353,0.03415527,0.0002544698,0.0000703106,0.00001564587,0.001607247,0.00001581099,0.02002526,0.0138857,0.9016401,0.02790526],"study_design_scores_gemma":[0.0001441486,0.0001911591,0.4037342,0.00002753465,0.000008716801,0.000001436396,0.002136254,0.000006006945,0.0002669163,0.004366546,0.58898,0.0001370613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548172,0.000445753,1.949809e-7,0.03384008,0.0001243479,0.0001279595,0.00002205885,0.0001546019,0.01046781],"genre_scores_gemma":[0.9951265,0.001552268,0.00007262939,0.001044154,0.0002814231,0.00001615888,0.00002281001,6.026692e-7,0.001883391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.369579,"threshold_uncertainty_score":0.8215584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321874011433024,"score_gpt":0.2440653142018485,"score_spread":0.2118779130585461,"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."}}