{"id":"W2091787080","doi":"10.14202/vetworld.2015.88-96","title":"Associations of farm management practices with annual milk sales on smallholder dairy farms in Kenya","year":2015,"lang":"en","type":"article","venue":"Veterinary World","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Prince Edward Island","funders":"World Agroforestry Centre; Atlantic Veterinary College","keywords":"Agricultural science; Dairy farming; Business; Dairy cattle; Milk production; Dairy industry; Agricultural economics; Animal science; Biology; Food science; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736921,0.000231478,0.000174757,0.0005412136,0.0006718164,0.0003675538,0.0003318723,0.0002753416,0.002130714],"category_scores_gemma":[0.00131874,0.0002072075,0.0001399265,0.0007340232,0.0003516673,0.0003332759,0.0004160808,0.0002247879,0.0001373486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935308,"about_ca_system_score_gemma":0.0004818075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02806698,"about_ca_topic_score_gemma":0.07868506,"domain_scores_codex":[0.9997335,0.00006453994,0.00002764745,0.0000528351,0.00005239684,0.00006905021],"domain_scores_gemma":[0.9988864,0.0001732319,0.000683258,0.00002034985,0.00006641527,0.0001703069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730481,0.0000319929,0.9985886,0.00001394,0.00001075245,0.0000757408,0.000142674,0.00001922814,0.0002197633,0.000006205567,0.00004682665,0.0008069148],"study_design_scores_gemma":[0.000001152059,0.00003925155,0.9994581,0.000007866032,0.00000308023,0.00005258934,0.0003242629,0.00003346711,0.00001460438,0.000002666357,0.00006167772,0.000001149257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995689,0.0001161441,0.000009481265,0.00002071325,9.842736e-7,0.000004085615,0.0001365688,5.714974e-7,0.0001425394],"genre_scores_gemma":[0.9995896,0.0001199011,0.00003983861,0.00000842167,0.000001640459,0.000005099843,0.0001200409,3.594999e-7,0.0001149709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806698,"threshold_uncertainty_score":0.05580723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383314118505846,"score_gpt":0.3150783934081417,"score_spread":0.1767469815575571,"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."}}