{"id":"W3127077437","doi":"","title":"On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Equivalence (formal languages); Econometrics; Mathematics; Economics; Statistical physics; Physics; Pure 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02228923,0.001656628,0.002991328,0.007454156,0.001860097,0.008368791,0.003649644,0.005732719,0.009109835],"category_scores_gemma":[0.183025,0.001298786,0.001543641,0.005183151,0.009976917,0.01798009,0.0104418,0.005960453,0.0009735925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004866872,"about_ca_system_score_gemma":0.001183091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407691,"about_ca_topic_score_gemma":0.0008700921,"domain_scores_codex":[0.9862161,0.007138471,0.0005452614,0.002094499,0.00325911,0.0007464676],"domain_scores_gemma":[0.7313971,0.2446636,0.006112208,0.01048856,0.004503974,0.002834632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006251965,0.0001560174,0.00545029,0.0004395737,0.000124604,0.0001696287,0.0006214607,0.1269757,0.001632179,0.7511441,0.004730572,0.1079308],"study_design_scores_gemma":[0.0000409414,0.000196745,0.001822098,0.0001917836,0.0000534223,0.000292309,0.0001728501,0.384163,0.001309369,0.6091102,0.002585393,0.00006190067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1020057,0.007548256,0.8545338,0.005998735,0.0002856021,0.0001634156,0.0006259159,0.0008484871,0.02799002],"genre_scores_gemma":[0.8786235,0.00297837,0.1115052,0.000780301,0.0006639307,0.0002918665,0.000515506,0.0006637351,0.003977638],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02228923,"threshold_uncertainty_score":0.1178781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07907622823540807,"score_gpt":0.217631567067053,"score_spread":0.1385553388316449,"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."}}