{"id":"W2284212638","doi":"","title":"KZN dairy weathers the storm : focus on MPO KZN","year":2011,"lang":"en","type":"article","venue":"The dairy mail/The Dairy mail","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodity; Agricultural economics; Business; Raw milk; Quarter (Canadian coin); Storm; Government (linguistics); Natural resource economics; Agricultural science; Commerce; Economics; Geography; Environmental science; Finance; Food science; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002126128,0.0009166173,0.0006047943,0.00007821671,0.002299168,0.0001742488,0.003043993,0.0004106165,0.00525194],"category_scores_gemma":[0.00002993425,0.0004317607,0.0004851776,0.0007082222,0.001380901,0.0004472791,0.0008716641,0.001436707,0.01029284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653886,"about_ca_system_score_gemma":0.00009748348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005564522,"about_ca_topic_score_gemma":0.01123067,"domain_scores_codex":[0.993996,0.0007364231,0.0008694731,0.00121258,0.001419622,0.001765962],"domain_scores_gemma":[0.9962301,0.0003743359,0.0004812813,0.002385076,0.00004040202,0.0004887714],"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":[0.001356452,0.001821825,0.06008693,0.0001150734,0.0004747853,0.0002043029,0.08259565,0.0007969217,0.001229353,0.01023164,0.7907491,0.05033796],"study_design_scores_gemma":[0.001950534,0.001088216,0.3370358,0.00009365939,0.0002949598,0.0002129391,0.01107662,0.0003909635,0.0009685436,0.01899735,0.6262352,0.00165517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356464,0.000896731,0.0003505111,0.01092546,0.002806812,0.0029024,0.00009033314,0.0006235517,0.2457578],"genre_scores_gemma":[0.9647108,0.0003336335,0.0001705911,0.005642774,0.0009159401,0.0002454957,0.0000205184,0.0001259472,0.02783434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769489,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291965109976651,"score_gpt":0.2195144355965164,"score_spread":0.1965947844967499,"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."}}