{"id":"W3155185609","doi":"","title":"Assessment of the Implications of Changes in Income Support Policies on Financial Health of Farms in Canada and the USA (at the Industry Aggregate Level)","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Agricultural economics and policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solvency; Direct Payments; Market liquidity; Balance sheet; Agriculture; Business; Profitability index; Profit (economics); Payment; Net income; Revenue; Balance of payments; Net profit; Agricultural economics; Finance; Economics; Monetary economics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001688363,0.00005603097,0.0001712169,0.00002577553,0.0005456159,0.00001725547,0.0004620567,0.00004226792,0.000007434453],"category_scores_gemma":[0.00008003658,0.00002541394,0.00003249151,0.00008322186,0.0003780311,0.0000422421,0.00008002062,0.0006351497,5.407218e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213582,"about_ca_system_score_gemma":0.008364412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580922,"about_ca_topic_score_gemma":0.9996556,"domain_scores_codex":[0.998939,0.0001408999,0.0002423991,0.00005438778,0.0001335775,0.0004897325],"domain_scores_gemma":[0.9990461,0.0001017413,0.0006470433,0.00014669,0.0000330346,0.00002540522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007846256,0.000009832046,0.6727805,0.000002991958,0.00001114085,3.7909e-8,0.002783723,0.00004207552,0.00002480252,0.3212176,0.00004556489,0.00307393],"study_design_scores_gemma":[0.0002416154,0.00004115733,0.981387,0.00002067673,0.000002757521,0.000003930093,0.004193266,0.000002211383,0.00005062394,0.01356666,0.0004599682,0.00003009564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403781,0.0001339449,3.282682e-7,0.05827062,0.00005780541,0.0001441165,0.0000250056,3.067493e-7,0.0009897696],"genre_scores_gemma":[0.9963271,0.003002715,7.541573e-7,0.0002644739,0.0000526193,0.000005054191,3.077365e-7,0.000001864211,0.0003450825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086066,"threshold_uncertainty_score":0.9972572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538178491079567,"score_gpt":0.3199316207940726,"score_spread":0.2945498358832769,"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."}}