{"id":"W3119149531","doi":"10.1007/s11845-021-02511-8","title":"Taking histories: joint working of disciplines in medical history scholarship","year":2021,"lang":"en","type":"article","venue":"Irish Journal of Medical Science (1971 -)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Scholarship; Joint (building); Sociology; History; Political science; Engineering; Law; Architectural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04511102,0.0001394525,0.0005682773,0.000938054,0.0002112052,0.0002171387,0.00296726,0.0002066517,0.003399121],"category_scores_gemma":[0.1032335,0.00009559115,0.0001853778,0.003804862,0.001786722,0.001327634,0.0008973677,0.001213226,0.00001471364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024269,"about_ca_system_score_gemma":0.01155779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735125,"about_ca_topic_score_gemma":0.0005757055,"domain_scores_codex":[0.9768625,0.0006332288,0.001990968,0.0004505439,0.01951676,0.0005460274],"domain_scores_gemma":[0.9930315,0.001281461,0.00122685,0.0004398907,0.002928176,0.001092138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007768231,0.001936105,0.1783424,0.00009653264,0.0000661962,0.01434753,0.02118783,0.0002406411,0.025904,0.01071353,0.117853,0.6285354],"study_design_scores_gemma":[0.01020097,0.002440409,0.5064517,0.01114949,0.00007575419,0.006266279,0.07194027,0.02539891,0.02129684,0.05662378,0.2863421,0.001813418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366027,0.00390382,0.004552247,0.04010778,0.004629612,0.00008717011,0.000001655407,0.000008818408,0.01010617],"genre_scores_gemma":[0.9977492,0.000094466,0.0008508838,0.0002919709,0.0006068635,0.000001972964,4.202598e-7,0.000006683463,0.0003975022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.626722,"threshold_uncertainty_score":0.9975119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3770712146074982,"score_gpt":0.5028178524238615,"score_spread":0.1257466378163633,"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."}}