{"id":"W2579031575","doi":"10.1090/noti1471","title":"Report on Bridges 2016—In Memory of Our Founder, Reza Sarhangi (1952–2016)","year":2017,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Founder effect; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336024,0.0001863214,0.0005453815,0.00003077558,0.0002269611,0.00008235411,0.002469535,0.00005463144,0.000007395413],"category_scores_gemma":[0.0005730482,0.0001225242,0.0004883489,0.0002051512,0.0007718858,0.0002779672,0.000602264,0.0002160485,0.00002093009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003226187,"about_ca_system_score_gemma":0.00007521405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261575,"about_ca_topic_score_gemma":0.000003040024,"domain_scores_codex":[0.9981478,0.0001237634,0.0005125423,0.0003643085,0.000533141,0.0003183805],"domain_scores_gemma":[0.9960161,0.0003856778,0.001323465,0.002111795,0.00008386844,0.00007908861],"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":[0.0003608704,0.008993123,0.02115279,0.003343019,0.001822793,0.0002855416,0.02910234,0.003553763,0.01138256,0.7182571,0.03052493,0.1712212],"study_design_scores_gemma":[0.00281642,0.001201502,0.1445391,0.002594066,0.0002574497,0.0001116245,0.007136162,0.1271816,0.03640875,0.6753545,0.0007319331,0.001666807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93851,0.00007975935,0.04026592,0.008243176,0.0006454122,0.0004687743,0.00001079079,0.00008343181,0.0116927],"genre_scores_gemma":[0.9632878,0.00001305051,0.03549967,0.0003063125,0.00006875531,0.000008025293,2.996748e-7,0.00001313895,0.0008029703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695544,"threshold_uncertainty_score":0.4996392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574863085416654,"score_gpt":0.2993830584797167,"score_spread":0.2736344276255501,"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."}}