{"id":"W562886413","doi":"","title":"The proliferation of island studies","year":2011,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Cape; West coast; Coining (mint); Archaeology; Geography; History; Ethnology; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347356,0.00005183668,0.0001208527,0.00001969804,0.0009829509,0.00002130772,0.000177105,0.00003464597,0.000006865171],"category_scores_gemma":[0.00004969825,0.00004373163,0.00007386455,0.0000969031,0.0005909299,0.0002822612,0.00005849776,0.00003799974,0.000004723916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002554574,"about_ca_system_score_gemma":0.00004303164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002554592,"about_ca_topic_score_gemma":0.001454106,"domain_scores_codex":[0.9994518,0.00004129203,0.0000952204,0.00009453997,0.0002002575,0.0001168629],"domain_scores_gemma":[0.9994466,0.00008952017,0.0001387751,0.0001112252,0.0001851735,0.0000287046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006297385,0.0003019526,0.1987984,0.0001073479,0.000953193,0.00007706336,0.6497285,0.000006816746,0.0001608325,0.09771106,0.03312646,0.01839863],"study_design_scores_gemma":[0.0004837907,0.0003357108,0.02919159,0.00006427364,0.00007821056,0.000004014408,0.8516109,0.00002582877,0.0003376533,0.003416321,0.1142124,0.0002392929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3716099,0.0003868479,0.00006182079,0.0001207255,0.0003148067,0.0001295448,0.00001453527,0.00001880785,0.627343],"genre_scores_gemma":[0.9852498,0.0002607934,0.00004595549,0.000001833012,0.00004445376,1.583698e-7,0.000001069084,0.000002242792,0.01439368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.61364,"threshold_uncertainty_score":0.7560163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492306531409226,"score_gpt":0.2286296473395205,"score_spread":0.1937065820254282,"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."}}