{"id":"W4385391548","doi":"10.24043/001c.84711","title":"Island Studies Journal, 16(1), Book Reviews","year":2021,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Context (archaeology); Agency (philosophy); Glocalization; Indigenous; Sociology; Globalization; Psychological resilience; Sociocultural evolution; Environmental ethics; Epistemology; Political science; Social science; Geography; Law; Anthropology; Social psychology; Psychology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003635099,0.0003771692,0.00121499,0.0001226122,0.006235176,0.0004237574,0.0003643,0.0001283946,0.0009027154],"category_scores_gemma":[0.002515687,0.0002534158,0.0005263604,0.0004440696,0.0006308121,0.0004471838,0.0002129377,0.0008902206,0.0001394384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181596,"about_ca_system_score_gemma":0.0003678984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002005091,"about_ca_topic_score_gemma":0.01068412,"domain_scores_codex":[0.9957561,0.001069102,0.001011773,0.0003480567,0.0008629746,0.0009519753],"domain_scores_gemma":[0.9969499,0.0005322453,0.0005793619,0.0002535707,0.001407237,0.0002777571],"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":[0.00002998443,0.00005379495,0.001940561,0.0000521572,0.001128816,0.0005404723,0.08565498,0.000004689477,0.000003466571,0.0006834928,0.9006215,0.009286115],"study_design_scores_gemma":[0.0006857009,0.0000963132,0.00007700991,0.0003267417,0.0001612675,0.0005072411,0.2096793,8.25089e-7,0.000004681176,0.004197245,0.7839819,0.0002817471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002559053,0.8108477,0.0002659072,0.01545892,0.006954055,0.0002323938,0.0000156551,0.00003678876,0.1636295],"genre_scores_gemma":[0.0341634,0.8892344,0.0002292758,0.001228495,0.00540921,0.0000144976,0.000001822013,0.0000239489,0.069695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1240243,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021305054467008,"score_gpt":0.3989658159796345,"score_spread":0.2968353105329337,"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."}}