{"id":"W6912520363","doi":"10.5281/zenodo.5070741","title":"NLPModelsJuMP.jl","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nonlinear system; Mathematical model; Jump; Process (computing); Nonlinear programming","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":[0.001080138,0.001897241,0.001383212,0.001211586,0.0005523615,0.001430465,0.002363573,0.001758712,0.2219618],"category_scores_gemma":[0.003804447,0.001503811,0.001764105,0.001011133,0.0004048451,0.001522372,0.001719343,0.002576651,0.08651178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000725586,"about_ca_system_score_gemma":0.001319366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774642,"about_ca_topic_score_gemma":0.01194137,"domain_scores_codex":[0.9995717,0.0000918596,0.00003674063,0.00007788042,0.0001734271,0.00004842152],"domain_scores_gemma":[0.998907,0.0006289938,0.00006322729,0.0001546239,0.000203237,0.00004287616],"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":[0.0001361063,0.0001345571,0.0008760195,0.001539154,0.0001984404,0.0002625473,0.0001339773,0.1204944,0.003278948,0.0787579,0.684207,0.1099809],"study_design_scores_gemma":[0.0002167634,0.00003070775,0.000394498,0.0002052855,0.00005409512,0.0001499102,0.00002933335,0.4339827,0.004121834,0.05110796,0.5096268,0.00008015687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00127476,0.0003748685,0.7693921,0.0003591753,0.0003463121,0.0001986714,0.0638058,0.1120078,0.05224057],"genre_scores_gemma":[0.04630141,0.0009097806,0.5808307,0.0008237663,0.0002659585,0.002256118,0.1068873,0.1512178,0.1105071],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2219618,"threshold_uncertainty_score":0.7425361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970673846068371,"score_gpt":0.2596547921934781,"score_spread":0.2099480537327944,"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."}}