{"id":"W1966678260","doi":"10.1111/1475-4959.00045","title":"Self‐reliance in Kiribati: contrasting views of agricultural and fisheries production","year":2002,"lang":"en","type":"article","venue":"Geographical Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Subsistence agriculture; Agriculture; Atoll; Geography; Fishery; Extant taxon; Agricultural productivity; Production (economics); Marine fisheries; Natural resource economics; Agricultural economics; Business; Fishing; Economics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005137005,0.00006148005,0.0001508459,0.00005212171,0.000410417,0.00004354314,0.00006050984,0.00005384639,0.00005240121],"category_scores_gemma":[0.0001769438,0.00004217023,0.00005083033,0.0003629187,0.0002269281,0.0001397307,0.00001208367,0.0002069611,9.869408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073493,"about_ca_system_score_gemma":0.00000676497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007440524,"about_ca_topic_score_gemma":0.001196969,"domain_scores_codex":[0.9991443,0.0001213804,0.0002231538,0.00009777219,0.0002011319,0.0002122281],"domain_scores_gemma":[0.9996635,0.00005414717,0.0001036381,0.00003163453,0.00008418117,0.00006283967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002650629,0.000215205,0.8660879,0.00005584518,0.00007981502,0.00001129272,0.08216144,0.00001963778,0.0001450814,0.003301116,0.01023142,0.0376647],"study_design_scores_gemma":[0.0004700632,0.0001201392,0.9154668,0.0001202683,0.00002251053,0.00005372633,0.03979018,0.00004076419,0.00001036552,0.001075979,0.04264349,0.0001856899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690512,0.003045027,0.00001740126,0.007201821,0.0004276954,0.0001233871,0.00000135053,0.0000179285,0.02011421],"genre_scores_gemma":[0.9925802,0.006623995,0.0003333856,0.00001842659,0.0002856413,0.000002191484,1.790806e-7,0.000001857627,0.000154065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04937889,"threshold_uncertainty_score":0.3156638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394657702675972,"score_gpt":0.2425622182994953,"score_spread":0.2186156412727356,"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."}}