{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002830111,0.0003016403,0.0005872452,0.0001391053,0.005674744,0.0001999599,0.0003602969,0.0001362545,0.0001281194],"category_scores_gemma":[0.001597999,0.000198073,0.000218312,0.0001561694,0.0006283518,0.0002213512,0.000123753,0.001450596,0.00008983116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138717,"about_ca_system_score_gemma":0.00008885424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037825,"about_ca_topic_score_gemma":0.03063743,"domain_scores_codex":[0.9974056,0.00032633,0.0005097078,0.0003211517,0.0007057628,0.0007314829],"domain_scores_gemma":[0.9982829,0.0007214054,0.0002858691,0.000228836,0.0002925862,0.0001883852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001477033,0.0001888849,0.01331183,0.0000481949,0.001574017,0.0002986798,0.6153865,0.0000217998,0.00006045909,0.02280833,0.3253781,0.02077545],"study_design_scores_gemma":[0.00102748,0.0003035841,0.0005421233,0.0001511691,0.00008819608,0.00006668994,0.3404841,0.00001109066,0.000008387628,0.01072627,0.6461657,0.0004253075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4262371,0.004681855,0.00005327633,0.01435273,0.01626843,0.0003683755,0.00003330446,0.0001238171,0.5378811],"genre_scores_gemma":[0.9714216,0.006510827,0.0001466437,0.0004278706,0.005120968,0.00001330681,9.493253e-7,0.00002167509,0.01633615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5451845,"threshold_uncertainty_score":0.9956197,"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."}}