{"id":"W4230099457","doi":"10.1111/sjtg.12161","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"Singapore Journal of Tropical Geography","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zayed University; University of Miami; Simon Fraser University; University of Cape Town; King's College London; Universität Salzburg; University of Toronto; York University","keywords":"Geography; Political science","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":[0.0003995867,0.0002600308,0.00104519,0.0009206493,0.0002793559,0.0004772467,0.000758642,0.0002839481,0.02183248],"category_scores_gemma":[0.0001756195,0.0002514217,0.0007924949,0.0001195891,0.0002785885,0.0009164505,0.000131351,0.0005455449,0.07088634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006992762,"about_ca_system_score_gemma":0.00005028744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004721307,"about_ca_topic_score_gemma":9.946787e-7,"domain_scores_codex":[0.9978995,0.00001291665,0.001442956,0.0002233517,0.00009288136,0.0003284241],"domain_scores_gemma":[0.9956248,0.0000309121,0.003591158,0.0004207521,0.0001785708,0.0001538221],"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":[0.00002719306,0.00003720557,0.002964216,0.00006066701,0.0003203808,0.000004394785,0.0001532704,0.00002257506,1.172535e-7,0.001679276,0.9929531,0.001777659],"study_design_scores_gemma":[0.0005227528,0.0001118345,0.004681421,0.00009848503,0.00003157361,0.00001252105,0.00009443153,0.0000101427,0.000002804238,0.001600409,0.9925776,0.0002560361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008539002,0.009577337,0.0005833375,0.0006212336,0.04064961,0.0001270069,0.0009504437,0.000007738079,0.9466294],"genre_scores_gemma":[0.02158038,0.01188041,0.002591339,0.001058205,0.005672857,0.000008654681,0.0001581358,0.00006310031,0.9569869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04905385,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435832283151359,"score_gpt":0.2287255749834181,"score_spread":0.2043672521519045,"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."}}