{"id":"W2734877151","doi":"","title":"Livestock Cycles in Canada","year":2016,"lang":"en","type":"article","venue":"Scientific Agriculture","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Livestock; Environmental science; Geography; Forestry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003152773,0.0001782747,0.0002472619,0.001920888,0.003386892,0.002783133,0.0007595381,0.000706094,0.008390239],"category_scores_gemma":[0.001171369,0.0002161824,0.0003587075,0.003799414,0.0007825341,0.0006183134,0.0008481018,0.0006138292,0.0004177295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1017466,"about_ca_system_score_gemma":0.07225323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998398,"about_ca_topic_score_gemma":0.9993883,"domain_scores_codex":[0.9994704,0.00003104218,0.0000164971,0.00005371721,0.0001488434,0.0002796291],"domain_scores_gemma":[0.9990433,0.00004944481,0.000087019,0.00001841852,0.0004940307,0.0003077768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006714053,0.000280674,0.7106338,0.0003029119,0.0002794859,0.001522971,0.007676305,0.01002769,0.002400289,0.07123256,0.07667989,0.118292],"study_design_scores_gemma":[0.00003202938,0.00003528581,0.863623,0.0000902614,0.00003880344,0.0001362762,0.00778794,0.005011205,0.0003744319,0.001489877,0.1213242,0.00005671873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436002,0.002537601,0.0002047289,0.006551182,0.00005358443,0.00004345288,0.008664268,0.00006029608,0.03828469],"genre_scores_gemma":[0.9568597,0.001110026,0.0002801311,0.0004368094,0.000009652047,0.00001218331,0.001498997,0.00001733712,0.03977514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017466,"threshold_uncertainty_score":0.7382265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003603296795565655,"score_gpt":0.1668849015441458,"score_spread":0.1632816047485801,"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."}}