{"id":"W4254366998","doi":"10.1111/sjtg.12286","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; Library science; World Wide Web; Information retrieval","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":[0.001457953,0.001274752,0.001450473,0.003736494,0.001891133,0.008910205,0.001867367,0.003039706,0.8959252],"category_scores_gemma":[0.009776229,0.0005446162,0.0006875648,0.004367998,0.0005296052,0.005109478,0.002480842,0.002136247,0.845777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351757,"about_ca_system_score_gemma":0.002476405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681047,"about_ca_topic_score_gemma":0.002900796,"domain_scores_codex":[0.9986147,0.000149089,0.0001299962,0.0001707963,0.000759737,0.0001756703],"domain_scores_gemma":[0.9923204,0.0009443183,0.0003155374,0.0005381156,0.003724233,0.002157413],"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":[0.0000130894,0.00001003543,0.00002371767,0.0001291754,5.654101e-7,0.00001191755,0.00000809933,0.00001327188,0.00004194976,0.000562102,0.9843678,0.01481833],"study_design_scores_gemma":[0.00001091573,0.00001206043,0.000177041,0.00008520344,7.989943e-7,0.0000154004,0.00002459639,0.00002379922,0.00003948638,0.0004296294,0.9991776,0.000003551006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002753165,0.001100031,0.0005686601,0.007327268,0.03520748,0.000650793,0.02609201,0.00160999,0.9271684],"genre_scores_gemma":[0.0009308619,0.0006813183,0.0002679965,0.002215422,0.003993664,0.0001888085,0.009593268,0.0004406542,0.9816881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1040748,"threshold_uncertainty_score":0.14845,"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."}}