{"id":"W6990831949","doi":"","title":"ENHANCING RESPONSE FARMING FOR STRATEGIC AND TACTICAL MANAGEMENT OF\\nRISKS OF SEASONAL RAINFALL VARIABILITY","year":2014,"lang":"en","type":"other","venue":"Bioline International (Bioline International)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ethiopian Institute of Agricultural Research; Department for International Development; International Development Research Centre","keywords":"Agriculture; Agricultural productivity; Productivity; Exclosure; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003139092,0.0007791053,0.001022623,0.001173795,0.00004998486,0.00007740761,0.001390383,0.0005357263,0.002289846],"category_scores_gemma":[0.001369626,0.0007676825,0.0004840144,0.000247807,0.0004195522,0.0001374986,0.0005936535,0.0004238075,0.00009790251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099355,"about_ca_system_score_gemma":0.0002590002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002835539,"about_ca_topic_score_gemma":0.0001575054,"domain_scores_codex":[0.9948094,0.0003470973,0.001868985,0.001196483,0.001297548,0.0004805098],"domain_scores_gemma":[0.9943623,0.001469621,0.00206995,0.0006524869,0.001235769,0.0002098628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03797403,0.005867478,0.00872774,0.005312169,0.025252,0.0001263308,0.0004750589,0.0007890007,0.1180505,0.6867013,0.09529947,0.01542492],"study_design_scores_gemma":[0.01014573,0.0006116226,0.004353829,0.004926719,0.0008035848,0.000133457,0.0002957469,0.039511,0.009991795,0.01018906,0.9169053,0.002132187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1442614,0.001846926,0.1634509,0.006659815,0.01653171,0.008916629,0.05574695,0.001440023,0.6011457],"genre_scores_gemma":[0.8238909,0.0004451135,0.04799638,0.0001935566,0.003616535,0.0003447508,0.004756836,0.00108564,0.1176703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8216058,"threshold_uncertainty_score":0.9994774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588011397306185,"score_gpt":0.3266681294065167,"score_spread":0.3007880154334549,"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."}}