{"id":"W4381660832","doi":"10.24043/001c.81637","title":"Island Studies Journal 9(2), Book Reviews","year":2014,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Subject (documents); Climate change; Reading (process); International law; Political science; History; Geography; Law; Library science; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004762405,0.0003275526,0.001007054,0.0001635381,0.006465365,0.0002232088,0.0004227766,0.00009688791,0.0002141318],"category_scores_gemma":[0.00400415,0.0002006635,0.0003528242,0.0002339048,0.001128454,0.0004331181,0.0001832341,0.0007537864,0.0001633872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559825,"about_ca_system_score_gemma":0.0001433232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004191424,"about_ca_topic_score_gemma":0.002701754,"domain_scores_codex":[0.9962662,0.001059339,0.0008614666,0.000247482,0.0007044829,0.0008609701],"domain_scores_gemma":[0.9977184,0.0006355747,0.0006386577,0.0001830417,0.0005243827,0.000299965],"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":[0.00002236872,0.00002819168,0.003069956,0.00003821182,0.0007316027,0.0000352688,0.07937472,0.000002828618,0.000001425125,0.001999839,0.9015699,0.01312569],"study_design_scores_gemma":[0.0006804084,0.0001638409,0.0007040212,0.0003171505,0.0001625942,0.0002221588,0.03487853,0.000002504071,0.000001514933,0.01606596,0.9465287,0.0002725858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005637581,0.7077469,0.001235987,0.1044801,0.007344614,0.0005057379,0.000009379732,0.00008522203,0.1729545],"genre_scores_gemma":[0.1225908,0.8189889,0.0006214997,0.004280868,0.01270736,0.00001842738,3.460698e-7,0.00003019624,0.04076159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1321929,"threshold_uncertainty_score":0.9948281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08869870427683564,"score_gpt":0.4125708663962732,"score_spread":0.3238721621194376,"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."}}