{"id":"W4372349724","doi":"10.1111/sjtg.12439","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Singapore Journal of Tropical Geography","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal Holloway, University of London; Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; University of Bristol; Singapore University of Social Sciences; Presidency University; University of Cape Town; Victoria University; Victoria University of Wellington; York University; Durham University; Ahmedabad University; Institut Teknologi Bandung; Simon Fraser University; University College London","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009660301,0.001662273,0.001542462,0.004038596,0.001892168,0.00685181,0.001712408,0.002552587,0.9369231],"category_scores_gemma":[0.005794717,0.0006467217,0.0008099793,0.004368965,0.0005288293,0.00324576,0.002748112,0.001955528,0.9151624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199963,"about_ca_system_score_gemma":0.002369324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004299453,"about_ca_topic_score_gemma":0.007561187,"domain_scores_codex":[0.9991042,0.0001176765,0.00005853166,0.00009517002,0.0005034739,0.0001209456],"domain_scores_gemma":[0.9963749,0.0005127418,0.0001609532,0.0003566621,0.001523898,0.001070778],"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":[0.00001536519,0.00001485737,0.00003437475,0.00008295942,8.750886e-7,0.00001272873,0.000007761707,0.00002477962,0.00004685527,0.0004888924,0.9832566,0.01601394],"study_design_scores_gemma":[0.00002432051,0.00001953433,0.0003896584,0.00008557375,0.0000018877,0.00001845283,0.00003403171,0.00007889899,0.00006647542,0.0006506595,0.9986237,0.00000680014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000228934,0.0003492708,0.0003404536,0.001584486,0.005521162,0.0002711885,0.0145538,0.001490098,0.9756606],"genre_scores_gemma":[0.0004864674,0.0001740449,0.0001232774,0.0005065269,0.0005488677,0.00007534328,0.004441518,0.0003808238,0.9932633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06307691,"threshold_uncertainty_score":0.08997154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006219428418847757,"score_gpt":0.220813790471776,"score_spread":0.2145943620529282,"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."}}