{"id":"W4402924765","doi":"10.18280/ijsdp.190929","title":"Foreign Aid's Role in Somali Agriculture: A Detailed Empirical Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"International Development and Aid","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Somali; Agriculture; Empirical research; Environmental planning; Natural resource economics; Business; Political science; Regional science; Economics; Environmental science; Geography; Mathematics; Archaeology","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":[0.001382186,0.0001190585,0.0001578198,0.000618858,0.0001771769,0.0004322117,0.0003132129,0.00006477306,0.00008687095],"category_scores_gemma":[0.0002101156,0.00009644098,0.00004568437,0.0002976024,0.00003752756,0.0007013616,0.00008259715,0.0002511785,0.000007666168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166746,"about_ca_system_score_gemma":0.0006949935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008742302,"about_ca_topic_score_gemma":0.0001113572,"domain_scores_codex":[0.9982294,0.00008130427,0.0004713671,0.0001528659,0.000791723,0.0002733308],"domain_scores_gemma":[0.9990771,0.0001577831,0.0001138615,0.00002400522,0.000540051,0.00008718549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001968882,0.0002360452,0.6703989,0.00002612286,0.00043,0.01256503,0.2560714,0.0001189889,0.00003733857,0.05063475,0.003301784,0.005982825],"study_design_scores_gemma":[0.001036441,0.00007926354,0.2052516,0.0003805477,0.00001943065,0.00008089704,0.525844,0.00009734526,0.000145436,0.00953488,0.2572322,0.0002979916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776067,0.000955621,0.0001359687,0.001158192,0.000595007,0.0001662266,6.015193e-7,0.00002199462,0.01935965],"genre_scores_gemma":[0.9947377,0.00003802065,0.0007262725,0.00009765517,0.0004420052,0.00001010061,0.000005516217,0.000007677092,0.003935025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651473,"threshold_uncertainty_score":0.4167828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980350694773729,"score_gpt":0.3208056715920513,"score_spread":0.301002164644314,"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."}}