{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001244117,0.001154695,0.0009647884,0.004757933,0.004240497,0.01396223,0.001427922,0.002467003,0.7117827],"category_scores_gemma":[0.007276354,0.0003797211,0.0004403756,0.006085129,0.001898175,0.006852063,0.005112014,0.003568022,0.4670222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888096,"about_ca_system_score_gemma":0.008264693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057575,"about_ca_topic_score_gemma":0.02317789,"domain_scores_codex":[0.9988706,0.0001667546,0.00008110773,0.0001412208,0.0005515299,0.0001888225],"domain_scores_gemma":[0.9956068,0.0007138583,0.0001481665,0.0005217124,0.001797373,0.001212027],"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":[0.000009929286,0.00002805743,0.0001570532,0.0001209123,0.000001581555,0.0000236665,0.0001204974,0.00001837454,0.00004601626,0.006649706,0.9656788,0.02714539],"study_design_scores_gemma":[0.000003287638,0.000004594683,0.0004956847,0.0002069937,0.000001323936,0.0000146331,0.0002644472,0.000018734,0.00002998296,0.001363294,0.9975935,0.000003495293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004638313,0.002448568,0.00009234816,0.007074815,0.007949798,0.00005096332,0.00272775,0.0002296056,0.9789622],"genre_scores_gemma":[0.002823233,0.002184871,0.00009495999,0.001129462,0.002507741,0.00005235743,0.001633733,0.000411617,0.9891621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2882173,"threshold_uncertainty_score":0.411107,"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."}}