{"id":"W4250301033","doi":"10.1038/d41586-019-00449-7","title":"The experiment","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001874369,0.00003873984,0.0000607875,0.000009336826,0.0000500422,0.000004659265,0.00006751345,0.0003581129,0.0007224663],"category_scores_gemma":[0.0003859369,0.00002127115,0.00002939945,0.00003908346,0.00003343435,0.00002571445,0.00001403557,0.001796508,0.001302808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005512086,"about_ca_system_score_gemma":0.0000483213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001490111,"about_ca_topic_score_gemma":5.570242e-7,"domain_scores_codex":[0.9994579,0.00001910318,0.00005298844,0.00008446855,0.0002946918,0.00009085142],"domain_scores_gemma":[0.9995129,0.0001364073,0.00002057592,0.0002354031,0.00002880943,0.00006587074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002626827,0.00008982069,0.0007571231,0.00002677192,0.00004430573,0.00005024258,0.000465958,2.080748e-7,0.01919767,0.004292517,0.9532544,0.02155831],"study_design_scores_gemma":[0.0003803933,0.00006093022,0.001556946,0.00001297096,0.000009364014,0.0000239326,0.0001312251,0.00001183244,0.001211128,0.00002238183,0.996553,0.00002589402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3539018,0.02295902,0.000008306941,0.09757856,0.00350934,0.000513769,6.099065e-7,0.00009804432,0.5214305],"genre_scores_gemma":[0.9403118,0.00003397071,0.0002165963,0.009360191,0.0002264966,0.000004027307,0.000001510129,0.000007637653,0.04983775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.58641,"threshold_uncertainty_score":0.9994748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007194879444763901,"score_gpt":0.3176688592081504,"score_spread":0.3104739797633865,"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."}}