{"id":"W2187452147","doi":"10.24043/isj.185","title":"Islands, Island Studies, Island Studies Journal","year":2006,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":252,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Scholarship; Context (archaeology); Small island; Geography; History; Archaeology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004616895,0.0008713239,0.001959413,0.0004308771,0.01010603,0.0006661617,0.0007737262,0.0002938742,0.0002742616],"category_scores_gemma":[0.001478584,0.0005960126,0.0006710551,0.0007801486,0.001725109,0.0007022622,0.0003633084,0.001496536,0.000109716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007457206,"about_ca_system_score_gemma":0.0004218621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433974,"about_ca_topic_score_gemma":0.06252125,"domain_scores_codex":[0.9927146,0.0009655084,0.001733434,0.0006895104,0.001874856,0.002022038],"domain_scores_gemma":[0.9946144,0.001286533,0.001064078,0.0003868374,0.002294543,0.0003536548],"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":[0.0002014477,0.000165259,0.0207019,0.0000921274,0.003785362,0.000823383,0.1138663,0.00009996782,0.00000984989,0.001814882,0.8562641,0.002175429],"study_design_scores_gemma":[0.003250378,0.0004741726,0.001089049,0.0004374867,0.0004886278,0.0008024779,0.3926086,0.00001083074,0.000007807493,0.02645175,0.5734575,0.0009213542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1439304,0.5810667,0.0008078472,0.02033751,0.02654175,0.001188911,0.0002633988,0.0003108485,0.2255527],"genre_scores_gemma":[0.7121894,0.2377624,0.0002785378,0.0003947413,0.01456994,0.00003467182,0.000008653212,0.00007415479,0.03468743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5682591,"threshold_uncertainty_score":0.9996491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054609997313772,"score_gpt":0.3566572180103556,"score_spread":0.3061111180372179,"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."}}