{"id":"W4319161841","doi":"10.54550/eca2023v3s2i6","title":"Interview with Stuart Whittington","year":2023,"lang":"en","type":"article","venue":"Enumerative Combinatorics and Applications","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoanalysis; History; Sociology; Psychology","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":[0.00006438189,0.00008740683,0.00009443278,0.00002483348,0.0001942608,0.00004433134,0.00006976085,0.00001047217,0.00004268342],"category_scores_gemma":[0.000001049374,0.00006990039,0.00002277515,0.0004047143,0.00006464413,0.0000499931,0.00004861487,0.0000840681,0.0001032187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005134541,"about_ca_system_score_gemma":0.00001593215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002532008,"about_ca_topic_score_gemma":9.845158e-8,"domain_scores_codex":[0.9995266,0.00002233491,0.00009097028,0.0001642979,0.00008475491,0.0001110394],"domain_scores_gemma":[0.9996374,0.00008811671,0.00003933174,0.00009803873,0.0000796966,0.0000573852],"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":[0.000001050341,0.00005569802,0.001232451,0.000004765138,0.00002082438,1.307424e-7,0.00009413831,0.00002655068,0.00002039954,0.9797155,0.0005228987,0.01830555],"study_design_scores_gemma":[0.0002401585,0.00004854697,0.00263693,0.00001220567,0.00001359566,2.389767e-7,0.0003373987,0.000687493,0.0002784571,0.952917,0.04269981,0.0001281074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1920998,0.0001987318,0.7036572,0.005574592,0.0001446854,0.00136889,0.0001366136,0.0004024439,0.09641716],"genre_scores_gemma":[0.9986849,0.00000481376,0.00009060503,0.00006669244,0.00008699167,0.0002615804,0.00006947103,0.000009793932,0.0007251796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8065851,"threshold_uncertainty_score":0.2850455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009022900475255263,"score_gpt":0.2414688548529389,"score_spread":0.2324459543776836,"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."}}