{"id":"W2806936493","doi":"10.1111/geoj.12252","title":"Professor Eric Brown, 1922–2018","year":2018,"lang":"en","type":"article","venue":"Geographical Journal","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Geography; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002397542,0.0001631811,0.0002477187,0.0004725182,0.003373952,0.000312148,0.0004931549,0.0001929053,0.0007569974],"category_scores_gemma":[0.0003389011,0.0001332077,0.0002608323,0.001560087,0.001617008,0.0005333601,0.00009446227,0.0004926668,0.0005090116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000448715,"about_ca_system_score_gemma":0.000143661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364721,"about_ca_topic_score_gemma":0.001009787,"domain_scores_codex":[0.9971421,0.000288213,0.0005779887,0.0001774997,0.001041297,0.0007728359],"domain_scores_gemma":[0.9981495,0.0001059192,0.000317649,0.0002020391,0.0008496246,0.000375291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001744726,0.0003395974,0.471871,0.00006705459,0.0007440899,0.00005295641,0.08200396,0.000001249746,0.0001010099,0.2158388,0.2066666,0.0221392],"study_design_scores_gemma":[0.0005718245,0.0002064222,0.09498086,0.00008361967,0.00003498891,0.00009492335,0.01379552,0.000006023099,0.000009808348,0.01770601,0.8721954,0.0003145832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6221799,0.0009042587,0.001841309,0.02929673,0.01477906,0.0009110068,0.00001311454,0.0005290893,0.3295455],"genre_scores_gemma":[0.992221,0.0003505433,0.0008007677,0.0009414254,0.00413871,0.00001801974,0.00000117036,0.00001211724,0.001516255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6655288,"threshold_uncertainty_score":0.9979235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106902483124338,"score_gpt":0.3117684758716455,"score_spread":0.2806994510404022,"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."}}