{"id":"W2104780813","doi":"10.1111/insr.12106","title":"A Conversation with Jack Kalbfleisch and Jerry Lawless","year":2015,"lang":"en","type":"article","venue":"International Statistical Review","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Join (topology); Class (philosophy); Sociology; Mathematics education; Media studies; Psychology; Computer science; Mathematics; Artificial intelligence; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001085862,0.0001005091,0.0001470956,0.000008030256,0.00002440084,0.00001856102,0.0001182563,0.00002971137,0.002572243],"category_scores_gemma":[0.0003582648,0.00008280954,0.00001392468,0.00002865542,0.000111115,0.00009023241,0.00003641881,0.0001142405,0.00007380872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049878,"about_ca_system_score_gemma":0.00005096191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007210022,"about_ca_topic_score_gemma":0.000002237781,"domain_scores_codex":[0.9991859,0.00001019113,0.0001925803,0.0001981534,0.0003151941,0.00009794403],"domain_scores_gemma":[0.9994535,0.0001009927,0.00007420567,0.0001072483,0.0001257459,0.0001382868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009265495,0.001072941,0.01932632,0.02056147,0.0009011911,0.0007905497,0.0008800374,0.00003913531,0.009063991,0.3148399,0.1792833,0.4523147],"study_design_scores_gemma":[0.0006990028,0.00002160422,0.00006645079,0.001727626,0.00005226514,0.00006568995,0.0000490902,0.0001729465,0.0007955649,0.001752116,0.9944034,0.0001942734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02042186,0.05942729,0.09386247,0.007936867,0.0008983717,0.0005861876,0.0012147,0.0002900051,0.8153622],"genre_scores_gemma":[0.9235618,0.01713038,0.03550659,0.004546837,0.0006570067,0.00023184,0.001203036,0.0000747722,0.01708775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9031399,"threshold_uncertainty_score":0.9983395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329989634798471,"score_gpt":0.3156716619958381,"score_spread":0.2823717656478534,"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."}}