{"id":"W4317708826","doi":"10.1016/s1474-4422(22)00524-5","title":"Adrian I Espiritu","year":2023,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Classical Studies and Legal History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Philosophy; Archaeology; Art; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002409537,0.0008439694,0.000785797,0.00165613,0.001649444,0.003711122,0.001127925,0.004264027,0.04624004],"category_scores_gemma":[0.015474,0.0002995104,0.000415067,0.0006700858,0.002037939,0.002622195,0.00305519,0.005749352,0.02596074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259831,"about_ca_system_score_gemma":0.001449037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317332,"about_ca_topic_score_gemma":0.001200364,"domain_scores_codex":[0.9984131,0.0004660733,0.00009731459,0.0003228223,0.000525483,0.0001751435],"domain_scores_gemma":[0.9964418,0.001478458,0.000274759,0.0003127816,0.0009208616,0.0005713932],"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":[0.00002837553,0.000007371408,0.00007260645,0.0001472608,0.000007147081,0.0001505579,0.00008876708,0.00002129711,0.00004830972,0.01425105,0.9560247,0.02915251],"study_design_scores_gemma":[0.000007276111,0.000005309708,0.0001105325,0.0002510527,0.000004619718,0.0003662914,0.00008188733,0.00002139437,0.00005115458,0.004614657,0.9944798,0.000005978788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006058814,0.1022865,0.0007634621,0.4044192,0.3995498,0.00002857771,0.0002563634,0.0001971119,0.09189314],"genre_scores_gemma":[0.02005033,0.06328787,0.0009582971,0.3064623,0.2038246,0.0001102366,0.0002621375,0.0003763106,0.4046678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.95376,"threshold_uncertainty_score":0.1546883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09032452500957687,"score_gpt":0.2539682313019277,"score_spread":0.1636437062923508,"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."}}