{"id":"W4214505545","doi":"10.1111/sjtg.12327","title":"Issue Information","year":2021,"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":[0.0009635836,0.001641148,0.001523239,0.00407304,0.001918753,0.006876166,0.001723741,0.002499273,0.9393314],"category_scores_gemma":[0.005929478,0.0006386879,0.0007900625,0.004358378,0.0005215314,0.003351207,0.002780046,0.001954857,0.9170883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228457,"about_ca_system_score_gemma":0.002359904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004301585,"about_ca_topic_score_gemma":0.007603731,"domain_scores_codex":[0.9990849,0.0001207957,0.00005850664,0.00009684163,0.0005161344,0.0001227087],"domain_scores_gemma":[0.9963279,0.0005278456,0.0001587803,0.0003530046,0.001552076,0.001080345],"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":[0.00001399795,0.00001398078,0.0000329209,0.00008236235,8.128953e-7,0.00001213848,0.000007892068,0.00002387618,0.00004342265,0.000491075,0.9834658,0.01581177],"study_design_scores_gemma":[0.00002181086,0.00001769758,0.0003565397,0.00008492536,0.000001700908,0.00001727675,0.00003407873,0.00007184038,0.0000607796,0.0006301593,0.9986967,0.000006456188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002198737,0.0003417071,0.0003310962,0.001619208,0.005396344,0.0002653544,0.01533354,0.001480566,0.9750123],"genre_scores_gemma":[0.0004774343,0.0001756675,0.0001246532,0.0005133465,0.0005368761,0.00007697069,0.004726484,0.0003856239,0.992983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06066859,"threshold_uncertainty_score":0.08653629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004682714070469002,"score_gpt":0.210894833130546,"score_spread":0.206212119060077,"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."}}