{"id":"W4388452207","doi":"10.25071/2817-5344/49","title":"No More Cattle?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal for the Academic Mind","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Agriculture; Greenhouse gas; Sustainability; Context (archaeology); Business; Natural resource economics; Climate change; Agricultural economics; Livestock; Consumption (sociology); Economics; Geography; Ecology","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":[0.001324198,0.0003025081,0.0003863265,0.0005447483,0.003430805,0.003959465,0.0006896753,0.001977972,0.07892602],"category_scores_gemma":[0.00288865,0.0001575477,0.0002623786,0.0008677312,0.002990633,0.003405371,0.001427247,0.001953663,0.01145408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487824,"about_ca_system_score_gemma":0.002551848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04432705,"about_ca_topic_score_gemma":0.1002842,"domain_scores_codex":[0.9989973,0.0003104481,0.00002662632,0.0001585355,0.0002907812,0.0002162797],"domain_scores_gemma":[0.999295,0.0001072514,0.00007307874,0.00004323112,0.0002141544,0.0002672844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002535261,0.0001357661,0.01163359,0.0006183426,0.00004106277,0.0006388646,0.005094331,0.00007412058,0.001744168,0.1114808,0.6043983,0.2638872],"study_design_scores_gemma":[0.0000114539,0.00004250618,0.003530421,0.0003239158,0.00001115258,0.0003950465,0.005717556,0.00002644449,0.0002097994,0.008578976,0.9811389,0.00001382627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02922154,0.03755429,0.001546173,0.4938101,0.01408562,0.00004518988,0.001385327,0.0001637146,0.422188],"genre_scores_gemma":[0.2488864,0.04304057,0.003850298,0.2250943,0.004430405,0.00006437158,0.001352219,0.0001573086,0.4731242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07892602,"threshold_uncertainty_score":0.2640339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912615619658224,"score_gpt":0.265835603195899,"score_spread":0.2467094469993167,"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."}}