{"id":"W4230593553","doi":"10.1111/sjtg.12213","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Singapore Journal of Tropical Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Institut Teknologi Bandung; Zayed University; Universität Salzburg; University of Miami; University College London; Simon Fraser University; Presidency University; University of Cape Town; King's College London; York University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library 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":[0.0009895525,0.0004601609,0.001052166,0.001818643,0.0009290348,0.0003488364,0.00122129,0.001213671,0.009267949],"category_scores_gemma":[0.0006471485,0.0003877564,0.001904659,0.003658111,0.001785899,0.0009643026,0.00008787177,0.001728646,0.003193659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163777,"about_ca_system_score_gemma":0.0004885653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002673118,"about_ca_topic_score_gemma":0.00004390906,"domain_scores_codex":[0.9946688,0.0006665886,0.001618739,0.0002759317,0.001928074,0.0008419142],"domain_scores_gemma":[0.9949102,0.0002900144,0.001819587,0.0003789085,0.001784007,0.0008172314],"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":[0.0001591055,0.0001749398,0.001651818,0.00008570282,0.00031095,0.00001642192,0.001407209,0.000003984441,0.000001338449,0.001355367,0.9694219,0.02541131],"study_design_scores_gemma":[0.0004485384,0.000595947,0.001714234,0.0002697702,0.0001887099,0.000009841481,0.0003936243,5.007687e-7,0.00000704478,0.001936066,0.9940084,0.0004273435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002085491,0.01733968,0.003551782,0.005882226,0.04813598,0.0006889309,0.0001906415,0.0001062934,0.922019],"genre_scores_gemma":[0.1866917,0.1729997,0.05600058,0.02385996,0.2508,0.0001349243,0.001256429,0.0006843982,0.3075723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6144467,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117298713185866,"score_gpt":0.2844069383864015,"score_spread":0.2732339512545429,"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."}}