{"id":"W3211269472","doi":"10.5281/zenodo.19550548","title":"JuliaStats/Distributions.jl: v0.24.10","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0003856674,0.0001033436,0.0002892626,0.00005181391,0.0001993472,0.0003869656,0.0003467437,0.00004770054,0.2282092],"category_scores_gemma":[0.0001284248,0.0001265105,0.00008597341,0.0002010146,0.00007494334,0.0003083144,0.0004238441,0.0000695957,0.1774291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007368009,"about_ca_system_score_gemma":0.00004832196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005247506,"about_ca_topic_score_gemma":0.00003335737,"domain_scores_codex":[0.9988297,0.000007641054,0.0003656038,0.0005187254,0.00002049133,0.0002578284],"domain_scores_gemma":[0.9993493,0.00002557697,0.0001437261,0.000354793,0.00004766178,0.00007897047],"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":[0.0000141481,0.0001522813,0.003985886,0.000005170014,0.0001296237,0.00003450927,0.0007317228,0.00002303405,0.00001441382,0.03002212,0.9529806,0.01190642],"study_design_scores_gemma":[0.0003721341,0.00001026221,0.001063801,0.000005336971,0.000005806776,0.000004318026,0.0006883557,0.00009948724,0.000431451,0.001955081,0.9951867,0.0001772655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02812195,0.0007445122,0.0002084937,0.0008525658,0.001781855,0.0001187699,0.001971659,0.000002616045,0.9661976],"genre_scores_gemma":[0.07523527,0.0000880658,0.003472323,0.0001126733,0.00007479155,0.00001281659,0.0001265881,0.000009872108,0.9208676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05078006,"threshold_uncertainty_score":0.8232114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12100751393627,"score_gpt":0.2652576606747716,"score_spread":0.1442501467385016,"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."}}