{"id":"W4235019577","doi":"10.1090/ulect/075/08","title":"Extremal functions","year":2020,"lang":"en","type":"book-chapter","venue":"University lecture series","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Mathematics; Computer science","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":[0.0003269556,0.001014672,0.0008662658,0.001455041,0.0008699624,0.002431591,0.000763017,0.0009644613,0.03673913],"category_scores_gemma":[0.0008513027,0.0004546378,0.0004685118,0.001383715,0.001368843,0.002422922,0.001356245,0.003001899,0.01251851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109524,"about_ca_system_score_gemma":0.0004357496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259183,"about_ca_topic_score_gemma":0.0007140144,"domain_scores_codex":[0.9997754,0.00004007788,0.000006534759,0.00004697924,0.0001086917,0.00002236991],"domain_scores_gemma":[0.9998739,0.00004121589,0.000008894819,0.00002924922,0.00003039542,0.00001630003],"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":[0.000009145487,0.00001105851,0.00002420081,0.00006517669,0.000006527425,0.0000142658,0.00004506321,0.001063009,0.0004805049,0.8817037,0.05458035,0.06199699],"study_design_scores_gemma":[0.000003779147,0.00001136357,0.0001661876,0.0000811874,0.000008584463,0.0001143759,0.00003212894,0.005406417,0.0006681629,0.7472527,0.2462439,0.00001117892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002980185,0.01239213,0.07913112,0.001740438,0.001385829,0.00001968463,0.0002539906,0.0003355782,0.901761],"genre_scores_gemma":[0.08911683,0.01461183,0.03110752,0.0008617888,0.002226573,0.00009786477,0.0006825175,0.001101875,0.8601931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03673913,"threshold_uncertainty_score":0.1229047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008849487504040694,"score_gpt":0.1519143939171855,"score_spread":0.1430649064131448,"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."}}