{"id":"W4304806462","doi":"10.1017/s0004972722001150","title":"A REMARK ON THE GEOMETRIC INTERPRETATION OF THE A3W CONDITION FROM OPTIMAL TRANSPORT","year":2022,"lang":"en","type":"article","venue":"Bulletin of the Australian Mathematical Society","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"Division of Mathematical Sciences; Fields Institute for Research in Mathematical Sciences","keywords":"Interpretation (philosophy); Mathematics; Calculus (dental); Mathematical economics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001476674,0.0001964128,0.000433399,0.00004308457,0.0003308822,0.00001844151,0.0009997954,0.0001002251,0.009340711],"category_scores_gemma":[0.0008693036,0.0000965392,0.001172445,0.001187867,0.0002532976,0.00001678005,0.0001941603,0.0005678692,0.00002283102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008227638,"about_ca_system_score_gemma":0.00003124829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004466383,"about_ca_topic_score_gemma":0.000001046266,"domain_scores_codex":[0.9974228,0.0003239978,0.0007046912,0.0002335518,0.001089868,0.0002251369],"domain_scores_gemma":[0.9967697,0.001631146,0.0006391401,0.0008279273,0.00009054893,0.0000414905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001852303,0.002749925,0.001890959,0.0007744369,0.002015603,0.000001934357,0.01134935,0.004020638,0.001449025,0.1540264,0.8208128,0.0007237684],"study_design_scores_gemma":[0.004141568,0.0009979241,0.06299642,0.001617576,0.005907522,0.00004958145,0.04543618,0.0128612,0.02276884,0.7531943,0.08819861,0.001830313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728667,0.00002917634,0.004267661,0.01910666,0.0001860951,0.000858406,0.0002095563,0.00002971029,0.002446],"genre_scores_gemma":[0.9916949,0.000002725661,0.003234035,0.0004250926,0.0000386666,0.00006095674,0.000009664648,0.00002162094,0.004512383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326141,"threshold_uncertainty_score":0.9915649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612102788418904,"score_gpt":0.2617508790605066,"score_spread":0.2356298511763175,"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."}}