{"id":"W1530978041","doi":"10.1111/j.1744-7976.2005.00029.x","title":"Climate Change and the Economics of Farm Management in the Face of Land Degradation: Dryland Salinity in Western Australia","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dryland salinity; Climate change; Land degradation; Cropping; Dryland farming; Pasture; Agriculture; Environmental science; Agroforestry; Geography; Salinity; Ecology; Soil water; Forestry; Soil fertility","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008406266,0.0002253484,0.0005896992,0.00007038099,0.0001025277,0.00008664277,0.0005750149,0.0001079926,0.00002779692],"category_scores_gemma":[0.00001543322,0.00007894304,0.0001624862,0.0001739845,0.0001498604,0.000348532,0.00003197182,0.0002209502,0.000003394096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759008,"about_ca_system_score_gemma":0.00002464713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06205116,"about_ca_topic_score_gemma":0.9693694,"domain_scores_codex":[0.9981683,0.0001178923,0.001009807,0.0002202659,0.00002026464,0.0004634426],"domain_scores_gemma":[0.9986229,0.0002052727,0.0007537222,0.00008863158,0.00006019115,0.0002692877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005556439,0.0001766536,0.8396302,0.0002513044,0.0004579248,0.00008150787,0.01886022,0.005098357,0.0005535415,0.03390217,0.000636875,0.09979564],"study_design_scores_gemma":[0.00111126,0.0001620852,0.9872695,0.0001087278,0.00004152388,0.0001851281,0.005697415,0.00003469587,0.00005353357,0.0002468771,0.00487275,0.0002165094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895642,0.0004466861,5.552017e-8,0.008786405,0.0002156253,0.00052458,0.0001652441,0.000001599714,0.0002956284],"genre_scores_gemma":[0.9984902,0.0006468466,0.00001500468,0.0002217752,0.0004780642,0.00001993604,0.00003291517,0.000001594238,0.00009369987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9073182,"threshold_uncertainty_score":0.9441947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05252697195177265,"score_gpt":0.1952268486398441,"score_spread":0.1426998766880715,"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."}}