{"id":"W4364382292","doi":"10.18280/ijsdp.180330","title":"Livelihood Strategies of the Bajo Fishing Community in the Outbreak of COVID-19 (Study of Bajo People in Salabangka Island of Central, Sulawesi, Indonesia)","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"COVID-19 Prevention and Impact","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Outbreak; Geography; Fishing; Coronavirus disease 2019 (COVID-19); Socioeconomics; Environmental protection; Environmental planning; Fishery; Archaeology; Virology; Agriculture; Biology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003552665,0.00007582744,0.0002324147,0.0004237966,0.0001534642,0.00005161874,0.0005763707,0.00004399645,0.00001883072],"category_scores_gemma":[0.001087805,0.00005424261,0.00005141116,0.0006299688,0.00008786509,0.0003388457,0.0001346999,0.00024902,5.788572e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503907,"about_ca_system_score_gemma":0.001339287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117251,"about_ca_topic_score_gemma":0.007672664,"domain_scores_codex":[0.9978743,0.0005979852,0.0006463059,0.00005829213,0.0006452278,0.0001779516],"domain_scores_gemma":[0.9980283,0.0008857704,0.0006201961,0.00007035672,0.0003537938,0.00004160086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009115324,0.0002093878,0.5700771,0.00009881303,0.00005321589,0.00003964881,0.4262924,0.002043709,0.00004559948,0.000698984,0.0001501669,0.0001997908],"study_design_scores_gemma":[0.0005662315,0.00004446803,0.518725,0.000123238,0.000005629675,0.000002172787,0.4796336,0.0000202092,0.00005275484,0.0005508651,0.0002467063,0.0000290984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981528,0.00007642034,0.00007029663,0.0009998349,0.00009763984,0.0002050764,0.000006364294,0.000002530581,0.000389029],"genre_scores_gemma":[0.999797,0.00005166789,0.00002445386,0.00004726884,0.00002023749,0.000002234601,0.000003447682,0.000003281795,0.00005040001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05334113,"threshold_uncertainty_score":0.9948559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04610375358096987,"score_gpt":0.3576229000768179,"score_spread":0.3115191464958481,"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."}}