{"id":"W4298363472","doi":"10.24043/isj.328","title":"Ten years of book reviews in Island Studies Journal","year":2015,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Discipline; History; Library science; Thematic structure; Nationality; Sociology; Social science; Linguistics; Computer science; Philosophy; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.005344113,0.0002089313,0.0009826926,0.0002034515,0.000750856,0.00007936639,0.0003161475,0.00008902459,0.00006750181],"category_scores_gemma":[0.002127978,0.0001454968,0.0002214008,0.0003553073,0.0005423574,0.0003043841,0.0001198754,0.0005450631,0.00002830217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652462,"about_ca_system_score_gemma":0.0002474827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007680165,"about_ca_topic_score_gemma":0.01008272,"domain_scores_codex":[0.9969689,0.0006416964,0.0009189959,0.0001816869,0.0007126135,0.0005761111],"domain_scores_gemma":[0.9981677,0.0003082101,0.0005513838,0.0001355111,0.0006419342,0.0001952872],"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":[0.00009859251,0.00006818651,0.02340403,0.00004037065,0.0005049494,0.0002263177,0.2977619,0.0000288377,0.000001822079,0.0002916907,0.6652267,0.01234654],"study_design_scores_gemma":[0.001360142,0.0002360505,0.001315819,0.00038888,0.0000687799,0.0001073014,0.2805605,0.000002388591,0.000001035743,0.003957696,0.7117944,0.0002070691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07635947,0.8063802,0.0000853024,0.006264882,0.006144528,0.0005434034,0.00001962616,0.00002505803,0.1041776],"genre_scores_gemma":[0.3838004,0.6020689,0.0002779492,0.0002726288,0.002573024,0.00001258123,6.798611e-7,0.00002038177,0.01097342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.307441,"threshold_uncertainty_score":0.5933188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157572359786626,"score_gpt":0.388740945506008,"score_spread":0.2729837095273453,"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."}}