{"id":"W1967991132","doi":"10.5539/ass.v10n9p187","title":"Sustainable Livelihoods of Fishermen Households Headed by Women (Case Study in Riau Islands Province of Indonesia)","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Poverty; Business; Socioeconomics; Sustainability; Economic growth; Fishing; Agriculture; Geography; Economics; Political science","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":[0.0003377261,0.0001854781,0.0001584277,0.0005054934,0.001999663,0.0005732092,0.0003495534,0.0003591604,0.001962469],"category_scores_gemma":[0.0004444321,0.0001635542,0.0001779139,0.000631752,0.000636479,0.0004264291,0.0008420608,0.0003661078,0.0001591201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117372,"about_ca_system_score_gemma":0.001026614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06034755,"about_ca_topic_score_gemma":0.1400958,"domain_scores_codex":[0.9998012,0.00004915543,0.000008100276,0.00001705588,0.00002092252,0.0001035001],"domain_scores_gemma":[0.999815,0.00004008593,0.0000427645,0.000008253319,0.00002147596,0.0000724078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001045497,0.0003569594,0.8300027,0.0001395571,0.00002920983,0.02786419,0.1055293,0.0002811356,0.00144191,0.001368524,0.001729216,0.03115282],"study_design_scores_gemma":[0.00000725847,0.0002210731,0.5393444,0.0001235533,0.00002628274,0.005213129,0.4485202,0.0003919768,0.0004214765,0.0002224215,0.005489811,0.000018346],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987553,0.0000553474,0.0000195997,0.0001086274,0.000001220045,0.000007358788,0.00002907766,5.543202e-7,0.001022862],"genre_scores_gemma":[0.9987954,0.0002173671,0.00006310832,0.00003628141,0.000001882337,0.00001076227,0.0000290459,6.377109e-7,0.0008454435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06034755,"threshold_uncertainty_score":0.1199926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012619884104723,"score_gpt":0.2167996083336141,"score_spread":0.2066734094925669,"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."}}