{"id":"W7042767412","doi":"","title":"Profitability of soil erosion control technologies in Eastern Uganda\\nHighlands","year":2013,"lang":"en","type":"other","venue":"Bioline International (Bioline International)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Profitability index; Erosion; Erosion control; Productivity; Control (management); Surface runoff; Water erosion; Soil water","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":["insufficient_payload"],"category_scores_codex":[0.0007722243,0.00112854,0.00137163,0.003240134,0.0000385325,0.0001311284,0.003177329,0.001188211,0.005471419],"category_scores_gemma":[0.00141569,0.0009932767,0.0005292244,0.0005904833,0.0005851257,0.0003441399,0.0008237296,0.0009845082,0.002589351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000770796,"about_ca_system_score_gemma":0.0002671228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004258387,"about_ca_topic_score_gemma":0.002600554,"domain_scores_codex":[0.9936376,0.0001783445,0.002279194,0.001490979,0.001710387,0.0007034515],"domain_scores_gemma":[0.9950066,0.0002801922,0.00221195,0.001109608,0.001255209,0.0001364221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001953621,0.004176364,0.4566768,0.0004346917,0.002985461,0.00009104517,0.0001731431,0.0005991091,0.02619111,0.01476039,0.4806378,0.01132044],"study_design_scores_gemma":[0.01480865,0.0003667637,0.0190591,0.003972712,0.0001788241,0.00008738966,0.0002999215,0.04258647,0.01032319,0.002426553,0.9032175,0.002672957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1214223,0.005149306,0.005482615,0.01921974,0.02314177,0.008918086,0.03917387,0.006459038,0.7710333],"genre_scores_gemma":[0.7324225,0.0006188099,0.001241938,0.0001318923,0.002071991,0.0005432839,0.00446956,0.000909836,0.2575902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6110002,"threshold_uncertainty_score":0.9992518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406194730466466,"score_gpt":0.2737535668070329,"score_spread":0.2596916195023683,"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."}}