{"id":"W4233567749","doi":"10.1038/npre.2011.6714","title":"Time Trends for Livestock Production in Saskatchewan, Canada: 1905-2011","year":2011,"lang":"en","type":"preprint","venue":"Nature Precedings","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Livestock; Agriculture; Revenue; Agricultural economics; Agricultural science; Production (economics); Geography; Animal production; Business; Agroforestry; Forestry; Environmental science; Economics; Biology; Animal science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004548585,0.0005454105,0.0003471763,0.002802648,0.001389576,0.001628252,0.001470831,0.0004921357,0.006468611],"category_scores_gemma":[0.001259025,0.0002758003,0.0005548487,0.009518398,0.0005582,0.0006380074,0.0009969757,0.0007655424,0.001279079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03590595,"about_ca_system_score_gemma":0.03371006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996394,"about_ca_topic_score_gemma":0.9985006,"domain_scores_codex":[0.9994123,0.00002415723,0.00005164195,0.0001130486,0.0001971029,0.0002018479],"domain_scores_gemma":[0.9971411,0.00009754709,0.0003589315,0.00008219861,0.001925335,0.0003948145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001925427,0.00005342023,0.9523161,0.0002361176,0.0002992378,0.0002260796,0.001075648,0.001353389,0.0008681667,0.0008577954,0.02412785,0.01839363],"study_design_scores_gemma":[0.000006990292,0.00001031111,0.9896491,0.00006715023,0.0000260143,0.00004693201,0.001461348,0.0005761046,0.0001789495,0.00003002165,0.007929054,0.00001803302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7422785,0.003538876,0.0005093712,0.001440351,0.00008561793,0.00009465001,0.237115,0.0001269578,0.01481074],"genre_scores_gemma":[0.9087402,0.002903036,0.0007574015,0.0003399837,0.00002091679,0.0000655411,0.07123904,0.00003409739,0.01589985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03590595,"threshold_uncertainty_score":0.2605171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639799169780457,"score_gpt":0.231633451812857,"score_spread":0.2152354601150525,"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."}}