{"id":"W2415531530","doi":"","title":"Review on Barley Production and Marketing in Ethiopia","year":2016,"lang":"en","type":"article","venue":"Journals & Books Hosting (International Knowledge Sharing Platform)","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Agriculture; Agricultural economics; Business; Value chain; Product (mathematics); Distribution (mathematics); Consumption (sociology); Productivity; Production (economics); Agricultural science; Geography; Economics; Supply chain; Economic growth; Marketing; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592309,0.0001710551,0.0002283025,0.00005659752,0.000173726,0.0001533425,0.0003228266,0.00007497361,0.0002948605],"category_scores_gemma":[0.002361054,0.0000653062,0.00007923767,0.0000947876,0.00002760334,0.0006107994,0.0001672826,0.0002795463,0.00006682448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812379,"about_ca_system_score_gemma":0.00001256613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007450274,"about_ca_topic_score_gemma":0.000332378,"domain_scores_codex":[0.9985086,0.00007019532,0.0005685221,0.000396556,0.0001947187,0.0002613513],"domain_scores_gemma":[0.9987398,0.0005897939,0.0003721608,0.00006755173,0.0001400426,0.00009058842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002665349,0.0001512146,0.1002213,0.0003639966,0.0001026165,0.00002168714,0.0004257425,0.000005101999,0.1355202,0.0008978876,0.009263078,0.7527606],"study_design_scores_gemma":[0.0009826703,0.0004160276,0.4445799,0.1551739,0.00005837139,0.0008001372,0.0004347744,0.0009926078,0.002403879,0.001485546,0.3913951,0.001277052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962673,0.006558679,0.000004238532,0.005183761,0.0009730447,0.0002300436,0.000007623554,0.00005143172,0.0243182],"genre_scores_gemma":[0.9885264,0.005942378,0.00004790703,0.0004004537,0.00107943,0.00001497309,0.000004086593,0.000003215863,0.003981174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7514836,"threshold_uncertainty_score":0.3228516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895803116526449,"score_gpt":0.3060206488463327,"score_spread":0.2370626176810682,"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."}}