{"id":"W2065561082","doi":"10.2495/si120391","title":"The association between farm management strategies and irrigators’ farm profits over time in the Murray-Darling Basin","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Agricultural economics; Falling (accident); Economic surplus; Business; Irrigated agriculture; Agricultural science; Agribusiness; Production (economics); Agriculture; Economics; Environmental science; Welfare; Geography; Market economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240643,0.00008308533,0.0001298236,0.0006719861,0.0002272216,0.0007595537,0.0003885814,0.000311709,0.000658416],"category_scores_gemma":[0.002441047,0.0001272254,0.000157481,0.0009472435,0.0004690876,0.0006720623,0.0005997033,0.0002808165,0.0001181115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008264112,"about_ca_system_score_gemma":0.0004252876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03622169,"about_ca_topic_score_gemma":0.149465,"domain_scores_codex":[0.9996982,0.00006392175,0.00003138767,0.00007425364,0.00006657557,0.00006571471],"domain_scores_gemma":[0.998,0.0005727198,0.0009632978,0.0000709379,0.0001852616,0.0002077996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004672327,0.0000324275,0.9959859,0.00000832677,0.00004197043,0.0001194374,0.0005899779,0.0004541268,0.0002835976,0.00009031993,0.0001086064,0.002238453],"study_design_scores_gemma":[8.955966e-7,0.00001792176,0.998576,0.000002090682,0.000004403457,0.00003190185,0.0005354055,0.0005386386,0.00004225761,0.0000321847,0.000215125,0.000003030827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997022,0.00002849699,0.00002127815,0.00001944355,6.181704e-7,7.222473e-7,0.0000690782,7.460528e-7,0.0001574268],"genre_scores_gemma":[0.9995956,0.00002719768,0.00003185844,0.000004458735,9.024238e-7,0.000001838686,0.0001760049,6.622749e-7,0.0001614814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03622169,"threshold_uncertainty_score":0.07202172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004597943251490526,"score_gpt":0.1674432207988142,"score_spread":0.1628452775473237,"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."}}