{"id":"W4244292735","doi":"10.1111/sjtg.12287","title":"Issue Information","year":2020,"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":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Simon Fraser University; Institut Teknologi Bandung; Zayed University; Universität Salzburg; York University; University of Miami; University College London; Presidency University; University of Cape Town; King's College London; Shandong 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008545539,0.00023729,0.000405816,0.0001763168,0.00007263228,0.0001050119,0.000451185,0.0001331894,0.0181732],"category_scores_gemma":[0.00003818606,0.0001838246,0.0004442476,0.0003964797,0.0001385057,0.0004230097,0.001200497,0.0006140756,0.008660071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006275435,"about_ca_system_score_gemma":0.00001867769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006835353,"about_ca_topic_score_gemma":0.000005122908,"domain_scores_codex":[0.9981946,0.00004813834,0.0006949247,0.0001393221,0.0006830198,0.0002400133],"domain_scores_gemma":[0.9988505,0.00002070097,0.0007017892,0.0001592974,0.00003508013,0.0002326109],"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":[0.000059401,0.000046333,0.001391672,0.00005725387,0.00007026509,0.00001803647,0.00006033567,0.0002449024,0.00001002055,0.000018531,0.8625681,0.1354551],"study_design_scores_gemma":[0.0003108986,0.0003862967,0.01001114,0.00005109116,0.00007749272,0.00001840513,0.00003801145,0.0000180241,0.00001860965,0.0004703364,0.988411,0.0001886709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001967456,0.000441225,0.006331275,0.007853725,0.006367845,0.0003579988,0.00004742588,0.00002492854,0.9766081],"genre_scores_gemma":[0.6125476,0.01507219,0.05555277,0.05126739,0.02413577,0.00006729288,0.001481789,0.0004429958,0.2394322],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7371759,"threshold_uncertainty_score":0.9921118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005319878102983875,"score_gpt":0.207707356329931,"score_spread":0.2023874782269472,"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."}}