{"id":"W2154087166","doi":"10.1071/rj07029","title":"Factors affecting the management of cattle grazing distribution in northern Australia: preliminary observations on the effect of paddock size and water points1","year":2007,"lang":"en","type":"article","venue":"The Rangeland Journal","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"Meat and Livestock Australia; Commonwealth Scientific and Industrial Research Organisation","keywords":"Grazing; Rangeland; Forage; Environmental resource management; Land use; Land management; Distribution (mathematics); Agroforestry; Environmental science; Geography; Ecology; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001775539,0.00009300742,0.0001135141,0.00001602739,0.0002631745,0.0000142991,0.0001829411,0.00002886856,0.00008590935],"category_scores_gemma":[0.0000256427,0.00003324685,0.00005055432,0.0001004915,0.0001222702,0.00006129447,0.00009951381,0.0001871982,0.000005582394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004183205,"about_ca_system_score_gemma":8.036342e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074447,"about_ca_topic_score_gemma":0.0006945769,"domain_scores_codex":[0.9991862,0.000171954,0.0002009364,0.00008275609,0.0001599633,0.0001981884],"domain_scores_gemma":[0.9990669,0.0006668417,0.0001130305,0.0001262182,0.000004119458,0.00002282584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429622,0.00002701155,0.9961387,0.00002055191,0.00005663891,0.000004653823,0.001033117,0.0006317886,0.0005242461,0.00004296448,0.0002003049,0.001177053],"study_design_scores_gemma":[0.0004344559,0.0002856141,0.9962922,0.00003739837,0.00006404298,0.000007380804,0.0008947704,0.00001577006,0.00159617,0.0001887341,0.0001393971,0.00004411399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984108,0.00002394854,0.0001040174,0.0006639588,0.00008822149,0.00034675,0.000002514305,0.000003090059,0.0003567574],"genre_scores_gemma":[0.9997495,0.00001985743,0.000007499615,0.000009644894,0.00002375793,0.000004549649,0.000002895399,0.000004529059,0.0001777619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749896,"threshold_uncertainty_score":0.2024152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072524412915727,"score_gpt":0.2423269040818007,"score_spread":0.2216016599526434,"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."}}