{"id":"W6931128389","doi":"10.5281/zenodo.4993890","title":"NLPModelsIpopt.jl","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167054,0.001966921,0.001054624,0.0009938825,0.0005816009,0.002851547,0.002788865,0.002140556,0.2292896],"category_scores_gemma":[0.004818902,0.001764841,0.001989729,0.0006386967,0.0005631697,0.002835328,0.003438434,0.00263532,0.1407111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008342405,"about_ca_system_score_gemma":0.001033884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865031,"about_ca_topic_score_gemma":0.002787307,"domain_scores_codex":[0.9992263,0.0001574923,0.00006267338,0.0001803019,0.0002727116,0.0001005666],"domain_scores_gemma":[0.9989409,0.0003974656,0.00005484889,0.0003700516,0.0001436672,0.00009307476],"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":[0.0007371231,0.0001359212,0.0007521402,0.001154966,0.0001998346,0.0003959416,0.0001613443,0.02114295,0.006152701,0.05513863,0.7516975,0.1623308],"study_design_scores_gemma":[0.0003931105,0.00005060486,0.0003961219,0.0002542616,0.00006280303,0.0003036159,0.000030741,0.1771828,0.0143447,0.06035206,0.7465248,0.0001044563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001362044,0.000299144,0.5298935,0.0003872986,0.0004124125,0.0001951653,0.01655006,0.3997379,0.05116235],"genre_scores_gemma":[0.05563856,0.0006502695,0.3128581,0.001704227,0.0002438313,0.00120924,0.04913426,0.4861568,0.09240465],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2292896,"threshold_uncertainty_score":0.76705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06741478477458283,"score_gpt":0.2280824347864434,"score_spread":0.1606676500118605,"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."}}