{"id":"W4318332826","doi":"10.23952/jano.5.2023.1.01","title":"“International Conference on Variational Analysis and Nonsmooth Optimization” In honor of the 65th birthday of Christiane Tammer (Martin Luther University Halle-Wittenberg)","year":2023,"lang":"en","type":"article","venue":"Journal of Applied and Numerical Optimization","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Philosophy; Classics; History; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001584706,0.00006474765,0.0001811441,0.0001934702,0.00002678904,0.00001000069,0.00007803,0.00003089069,0.00004046934],"category_scores_gemma":[0.00002232256,0.0000492332,0.00003194312,0.0005286671,0.00004465503,0.00005653206,0.00002525379,0.00005706912,2.227345e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001791397,"about_ca_system_score_gemma":0.00001325138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006952785,"about_ca_topic_score_gemma":0.000001033146,"domain_scores_codex":[0.9994772,0.00001305141,0.0002224562,0.00006795138,0.0001522749,0.00006707522],"domain_scores_gemma":[0.9996854,0.00003930993,0.0001299017,0.00004572485,0.00007281713,0.00002682051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003505744,0.00001651931,0.0006645154,0.00001147838,0.00008116134,5.522687e-7,0.0002230825,0.9967396,0.001115147,0.0009465842,0.00003237804,0.0001339174],"study_design_scores_gemma":[0.0003397166,0.00002302347,0.01408933,0.00002006113,0.00005167059,9.083709e-7,0.0001213277,0.9848835,0.0003110339,0.00005385126,0.0000505423,0.00005499789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1321524,0.00003488091,0.8629434,0.0007641764,0.0003092544,0.0001247106,0.00003282404,0.00003069307,0.003607613],"genre_scores_gemma":[0.9863346,0.0005145802,0.01308939,0.000006948749,0.00001959822,5.641858e-7,0.000004011604,0.000005176984,0.00002519452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8541821,"threshold_uncertainty_score":0.2007672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006717495644501184,"score_gpt":0.1889739698542657,"score_spread":0.1822564742097645,"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."}}