{"id":"W4386712241","doi":"10.1111/sjtg.12440","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":true,"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; Library science; Information retrieval; World Wide Web","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":[0.001500046,0.00123319,0.001424622,0.004016988,0.001855251,0.007993698,0.002032188,0.002869315,0.8922447],"category_scores_gemma":[0.01181854,0.0005610176,0.00070948,0.004930152,0.0004941178,0.004626063,0.002537086,0.002041167,0.8259426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256456,"about_ca_system_score_gemma":0.002467988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492753,"about_ca_topic_score_gemma":0.002528246,"domain_scores_codex":[0.9985918,0.0001733209,0.0001509921,0.0001893271,0.0007415459,0.0001530501],"domain_scores_gemma":[0.9916447,0.001234707,0.0003780249,0.0006896853,0.003962538,0.00209033],"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":[0.00001221867,0.00001042734,0.0000286186,0.0001478196,6.706634e-7,0.00001234509,0.000009907845,0.00001142357,0.00003736587,0.0004853602,0.9835438,0.01569987],"study_design_scores_gemma":[0.00001050934,0.00001118161,0.0001844257,0.00009619944,9.618273e-7,0.00001815249,0.00002752002,0.00001965485,0.00003590575,0.0004107299,0.9991814,0.000003323389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003123086,0.001387808,0.0007239038,0.01007643,0.03961034,0.0009215634,0.03800304,0.001906956,0.9070576],"genre_scores_gemma":[0.001133044,0.0009747187,0.0004158287,0.003199053,0.00552896,0.0002998806,0.01336181,0.0005777066,0.9745092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1077553,"threshold_uncertainty_score":0.1536998,"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."}}