{"id":"W4250382225","doi":"10.1111/1745-5871.12296","title":"Issue information","year":2019,"lang":"en","type":"paratext","venue":"Geographical Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Lausanne; Concordia University; University of British Columbia; Universiteit Utrecht; University of the Sunshine Coast; University of Queensland; Flinders University; National University of Singapore; RMIT University; Monash University; University of Sydney; Massey University; University of Adelaide; Deakin University; University of Melbourne; Macquarie University; University of Tasmania; Australian National University; University of Auckland; University of Otago","keywords":"Geography; Data science; Epistemology; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002837187,0.0002293491,0.0006706421,0.001901735,0.0003073321,0.0004917358,0.000794206,0.0004981351,0.2033375],"category_scores_gemma":[0.0003467652,0.000251152,0.0002823422,0.00100489,0.000445803,0.0004709449,0.000590338,0.001112393,0.9493575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237117,"about_ca_system_score_gemma":0.00007020705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007062986,"about_ca_topic_score_gemma":0.00000527552,"domain_scores_codex":[0.9974436,0.00004134617,0.0007711552,0.0006524801,0.0001928689,0.0008985054],"domain_scores_gemma":[0.9984416,0.0001920551,0.0002471251,0.0007407493,0.0002058153,0.0001725895],"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":[0.00001268132,0.00002571724,0.0002650915,0.0001096075,0.00008617496,3.831048e-7,0.0001541067,0.00001971205,1.056455e-7,0.02913647,0.9694513,0.0007386176],"study_design_scores_gemma":[0.0002657023,0.0000551598,0.000266936,0.00003308357,0.000001998217,4.453055e-7,0.0002358474,0.0001286001,0.0000014544,0.002950752,0.9957855,0.0002745498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001533881,0.004045695,0.00007381559,0.0008215298,0.01528047,0.0004702633,0.002303961,0.00002044313,0.9768304],"genre_scores_gemma":[0.003081333,0.004610244,0.00004993214,0.0002754464,0.0004847958,0.00007369849,0.0003991636,0.00002222522,0.9910032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.74602,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08769381230718745,"score_gpt":0.3131148987693001,"score_spread":0.2254210864621126,"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."}}