{"id":"W3003479705","doi":"10.1017/s2045796019000878","title":"John Devlin: Nova Cantabrigiensis","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Content (measure theory); Nova (rocket); Action (physics); Computer science; Mathematics; Engineering; Physics; Aeronautics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002461209,0.0006581007,0.0004223573,0.001694696,0.004587662,0.001442185,0.0008624023,0.001340042,0.05271402],"category_scores_gemma":[0.001001108,0.0001951829,0.0001983284,0.001138197,0.003412453,0.001424002,0.00157494,0.001745828,0.009243871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009063,"about_ca_system_score_gemma":0.001258314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1612342,"about_ca_topic_score_gemma":0.2988795,"domain_scores_codex":[0.9997151,0.00003739276,0.0000146142,0.00009143486,0.00007215133,0.00006926751],"domain_scores_gemma":[0.9997448,0.00003942509,0.00003600481,0.00002787747,0.00009953627,0.00005232358],"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":[0.0008457411,0.00007647811,0.01843097,0.001406553,0.0000490763,0.01323369,0.01655603,0.0003266424,0.01231206,0.04174582,0.3693473,0.5256696],"study_design_scores_gemma":[0.00002068312,0.0000525441,0.03372705,0.0004245132,0.00002178722,0.002500131,0.003358358,0.00006269304,0.001157406,0.002209361,0.9564364,0.000028998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0746831,0.03275565,0.001817954,0.0242957,0.01220603,0.0002920573,0.002038845,0.0004606574,0.8514499],"genre_scores_gemma":[0.488489,0.01703231,0.004734252,0.006159022,0.003404157,0.0001750708,0.002379856,0.0002589894,0.4773673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1612342,"threshold_uncertainty_score":0.3205914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855902096220061,"score_gpt":0.3302487643895894,"score_spread":0.1446585547675833,"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."}}