{"id":"W4238002281","doi":"10.1111/cjag.2017.65.issue-2","title":"Assessing the Economic Implications of Reduced Water Availability and Better Management Practices on Representative Farms in Southern Alberta","year":2017,"lang":"en","type":"paratext","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007930207,0.0003024314,0.0002890393,0.0007496872,0.001132043,0.001220129,0.0009821521,0.0005650487,0.001518168],"category_scores_gemma":[0.001934301,0.000227664,0.0002899706,0.002074652,0.0007943821,0.0003569211,0.0006338632,0.000390554,0.0001340942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02373433,"about_ca_system_score_gemma":0.01229694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979237,"about_ca_topic_score_gemma":0.9934652,"domain_scores_codex":[0.999428,0.0001272581,0.0000190567,0.00006275314,0.0001728547,0.0001900914],"domain_scores_gemma":[0.9989309,0.0002974797,0.0001247948,0.00004370661,0.0003853515,0.000217826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001320052,0.0004399317,0.8880447,0.0001309708,0.0003901044,0.001630718,0.00189696,0.06293438,0.002743012,0.002202982,0.003539965,0.03472628],"study_design_scores_gemma":[0.00004337167,0.0001156203,0.9664716,0.00003513149,0.0001000617,0.00006956387,0.00670661,0.02328901,0.0005226558,0.0004720983,0.002147286,0.00002701559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978355,0.00008117621,0.000133239,0.0001203807,0.000002196912,0.00001368035,0.000339473,0.00000423768,0.001470287],"genre_scores_gemma":[0.9965502,0.000145207,0.0002815181,0.00003082246,0.000002037898,0.000007026998,0.0005468099,0.000002896677,0.002433458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02373433,"threshold_uncertainty_score":0.1722054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934801735598241,"score_gpt":0.2222650649819351,"score_spread":0.1929170476259527,"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."}}