{"id":"W3119734922","doi":"10.15252/embr.202052206","title":"Do scientists read enough fiction?","year":2021,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"History","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002834892,0.00008092399,0.0001350423,0.0000472453,0.0004056481,0.000214416,0.00004304204,0.00003103544,0.01981243],"category_scores_gemma":[0.000145661,0.00007226384,0.00005634545,0.0000512903,0.00009932912,0.0001876199,0.00003000168,0.0001030378,0.0002356958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840111,"about_ca_system_score_gemma":0.0002151861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00025509,"about_ca_topic_score_gemma":0.0004702382,"domain_scores_codex":[0.9988841,0.00002274011,0.000314901,0.0002804186,0.0002727784,0.0002249998],"domain_scores_gemma":[0.9991637,0.00003097118,0.0001277412,0.0003760582,0.0002023905,0.00009909116],"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":[0.000007601961,0.0002952749,0.008973731,0.0001842951,0.00005377697,0.009420165,0.06721866,0.00001505218,0.0003062489,0.3762737,0.5227886,0.01446286],"study_design_scores_gemma":[0.0000459216,0.00001685691,0.001146058,0.00003676405,0.000008538368,0.0002124391,0.001313187,0.000002397093,0.0002367296,0.002887549,0.9939994,0.0000941753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3383977,0.000814573,0.000007610973,0.001510129,0.005442539,0.0001116585,0.000006781942,0.0001055257,0.6536034],"genre_scores_gemma":[0.8770547,0.00009572605,0.0001258438,0.001106203,0.001469171,0.0000206829,0.00004438927,0.00001406851,0.1200692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5386569,"threshold_uncertainty_score":0.9810836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512619263823896,"score_gpt":0.295876299211612,"score_spread":0.2446143728292224,"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."}}