{"id":"W4381547179","doi":"10.24043/001c.81661","title":"Island Studies Journal 10(2), Book Reviews","year":2015,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guano; Archipelago; Seabird; Ecosystem; Oceanography; Ecology; Geography; Earth science; Geology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005845353,0.0003515687,0.001102292,0.0001748773,0.003594708,0.0003019119,0.0004197172,0.0001045672,0.0002752935],"category_scores_gemma":[0.003543107,0.0002276979,0.0003380196,0.0003095373,0.0009858515,0.0005495388,0.0001664471,0.000687592,0.0004540571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952102,"about_ca_system_score_gemma":0.0003674145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158656,"about_ca_topic_score_gemma":0.0009029724,"domain_scores_codex":[0.9959898,0.000991613,0.0008929303,0.0002661036,0.00101412,0.0008454195],"domain_scores_gemma":[0.9971324,0.0002544955,0.0005969096,0.0001881456,0.001328472,0.0004995466],"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":[0.00005805165,0.00003415244,0.002564956,0.0000166439,0.0006870462,0.0001331049,0.1928628,0.00000289872,7.046795e-7,0.0002668112,0.7983367,0.005036056],"study_design_scores_gemma":[0.0008151979,0.0001345931,0.00009664596,0.0001960631,0.0001189544,0.0002317335,0.2755291,9.541425e-7,6.361956e-7,0.004715306,0.7179348,0.0002260023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004535356,0.7727965,0.000256418,0.01097969,0.005365096,0.0003345034,0.00001520208,0.00005835462,0.2056589],"genre_scores_gemma":[0.1049251,0.7006949,0.0007428706,0.001308408,0.01428938,0.00003993102,0.000001415297,0.00005447186,0.1779435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1003897,"threshold_uncertainty_score":0.9977025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2241975293873541,"score_gpt":0.4350402990721008,"score_spread":0.2108427696847467,"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."}}