{"id":"W4200574575","doi":"10.24043/isj","title":"Island Studies Journal","year":2017,"lang":"en","type":"paratext","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004245943,0.0009394487,0.00247141,0.0003891147,0.02034538,0.00160632,0.001508949,0.000630749,0.002171349],"category_scores_gemma":[0.002053017,0.0006399826,0.0009355452,0.0002071698,0.002134002,0.00052295,0.0004814968,0.003012858,0.001967892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446769,"about_ca_system_score_gemma":0.00110642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207937,"about_ca_topic_score_gemma":0.01526627,"domain_scores_codex":[0.9935422,0.0009391846,0.001341178,0.0006115748,0.001806757,0.001759126],"domain_scores_gemma":[0.9936449,0.0007868848,0.002237699,0.0005404431,0.002330756,0.0004593292],"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":[0.00008393562,0.00004473634,0.0002357173,0.0001085293,0.00448509,0.0004896865,0.08657242,0.00001690274,3.843857e-7,0.0001383021,0.9031976,0.004626706],"study_design_scores_gemma":[0.001099838,0.0002372901,0.00003317235,0.0009550607,0.0003944858,0.0004571333,0.1597488,9.645929e-7,6.109144e-7,0.002394223,0.8339662,0.0007122561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004641955,0.2950041,0.00008792905,0.006413681,0.04824993,0.000329372,0.0001867849,0.00002777722,0.6492362],"genre_scores_gemma":[0.01189913,0.5006694,0.00005825129,0.0001484329,0.02186345,0.00001563296,0.000008165299,0.00005318461,0.4652843],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2056653,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011783143522063,"score_gpt":0.4224484219767758,"score_spread":0.3212701076245696,"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."}}