{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006295269,0.0003281131,0.0004577935,0.002368598,0.003182494,0.01021868,0.0006994538,0.006508801,0.02004513],"category_scores_gemma":[0.05887938,0.0003076466,0.0002610021,0.002188148,0.01038155,0.008286926,0.002644389,0.004371492,0.004933067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579948,"about_ca_system_score_gemma":0.001807236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642653,"about_ca_topic_score_gemma":0.005390787,"domain_scores_codex":[0.9962217,0.001744025,0.0001660072,0.0003517189,0.0009674794,0.0005489598],"domain_scores_gemma":[0.9574266,0.02684695,0.005815845,0.001974155,0.004174852,0.003761637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006933592,0.0003210001,0.02848299,0.001451949,0.000283573,0.00142005,0.06121319,0.00007759399,0.002159184,0.1611763,0.5115423,0.2311785],"study_design_scores_gemma":[0.00009226234,0.000146466,0.02111314,0.001307174,0.0001771784,0.001003195,0.04980468,0.00006504355,0.001710509,0.06722709,0.8572938,0.00005941789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05005703,0.04846455,0.0005510265,0.7185237,0.0128331,0.00001741741,0.0003670124,0.00007749018,0.1691086],"genre_scores_gemma":[0.6774166,0.04882696,0.0008434819,0.179279,0.03402672,0.00005425588,0.0004616524,0.0002444969,0.05884694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968175,"threshold_uncertainty_score":0.06705767,"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."}}