{"id":"W4206202442","doi":"10.24043/isj.247","title":"Teaching Island Studies: On Whose Terms?","year":2010,"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":"","funders":"","keywords":"Experiential learning; Indigenous; Scope (computer science); Discipline; Field (mathematics); Small island; Mathematics education; Sociology; Pedagogy; Psychology; Geography; Social science; Computer science; Archaeology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009902415,0.0004894275,0.0008415073,0.001082782,0.01008026,0.02298325,0.002600402,0.006849179,0.008409764],"category_scores_gemma":[0.01823059,0.0003441974,0.0002823252,0.001699439,0.03094906,0.03035144,0.01238692,0.01452819,0.003940869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009277914,"about_ca_system_score_gemma":0.01700903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459032,"about_ca_topic_score_gemma":0.04863844,"domain_scores_codex":[0.9933974,0.003971103,0.0002651829,0.0004579447,0.000924937,0.0009834502],"domain_scores_gemma":[0.9813241,0.004246805,0.0009234097,0.001025678,0.003088664,0.009391211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004881818,0.0001830604,0.008561159,0.001348404,0.00001815507,0.001200986,0.3647106,0.0001380412,0.0008692833,0.2292564,0.1935277,0.2001374],"study_design_scores_gemma":[0.000006456917,0.00004037895,0.00300811,0.001991528,0.000006456979,0.0003090198,0.5602247,0.00008790276,0.0001431756,0.03943335,0.3947138,0.000035063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01719758,0.02305824,0.003780841,0.8705259,0.006671937,0.00007105091,0.00004722479,0.0001526702,0.07849456],"genre_scores_gemma":[0.6843467,0.07006799,0.01645749,0.1544728,0.005693196,0.0004351492,0.0001472096,0.000662042,0.06771746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02459032,"threshold_uncertainty_score":0.06731623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296594407041963,"score_gpt":0.3776620092037141,"score_spread":0.3346960651332945,"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."}}