{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001188195,0.0002302945,0.0004112941,0.0002088489,0.00008072759,0.0001344128,0.0003718231,0.0001528355,0.03228568],"category_scores_gemma":[0.00003848275,0.0001823704,0.0004913523,0.0004204164,0.0001347573,0.0004179147,0.001255323,0.000569589,0.003551253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007718104,"about_ca_system_score_gemma":0.00002732742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000928027,"about_ca_topic_score_gemma":0.00001309755,"domain_scores_codex":[0.9981329,0.00006188086,0.0007004728,0.0001420657,0.0007024884,0.0002601308],"domain_scores_gemma":[0.9988688,0.00002431424,0.0006575499,0.0002154423,0.00006113648,0.0001727612],"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":[0.00003157228,0.0000832033,0.001970462,0.00005991349,0.00008836178,0.00003316745,0.00004556977,0.0003197544,0.00001341554,0.00001912524,0.8326107,0.1647247],"study_design_scores_gemma":[0.0002934634,0.0002083254,0.01428393,0.00009083183,0.00007845247,0.0000411246,0.00006096137,0.00000772068,0.00003264194,0.000334297,0.9843783,0.0001899527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005306175,0.001085606,0.004585915,0.002780506,0.00841819,0.0002572462,0.00003600057,0.00001569455,0.9775147],"genre_scores_gemma":[0.3012047,0.02123355,0.0512137,0.02145445,0.01632159,0.00005797195,0.001855057,0.0003323762,0.5863266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3911881,"threshold_uncertainty_score":0.9972246,"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."}}