{"id":"W2884561844","doi":"10.1080/21683565.2018.1492494","title":"Sustainable beef production in New England: policy and value-chain challenges and opportunities","year":2018,"lang":"en","type":"article","venue":"Agroecology and Sustainable Food Systems","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Johns Hopkins University","keywords":"Business; Certification; Production (economics); Value chain; Scale (ratio); Sustainable Value; Value (mathematics); Agricultural economics; Environmental economics; Environmental resource management; Agricultural science; Marketing; Sustainability; Supply chain; Economics; Environmental science; Geography; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007967975,0.0002214462,0.0003379479,0.00007052499,0.0004751174,0.0001068469,0.0001013299,0.0002701632,0.00001345748],"category_scores_gemma":[0.0002091625,0.0000975702,0.00002066705,0.0002122661,0.0002059257,0.0003137687,0.0001922578,0.0001550343,0.000001585811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006528987,"about_ca_system_score_gemma":0.00007953092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508526,"about_ca_topic_score_gemma":0.002931408,"domain_scores_codex":[0.9982066,0.0002300178,0.0002446891,0.0004746914,0.0001049107,0.0007390597],"domain_scores_gemma":[0.9993429,0.0001551074,0.00009363325,0.00006325101,0.000148889,0.0001962641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002737544,0.0002545323,0.003971071,0.001235523,0.0001281756,0.0003008346,0.01538655,0.000003027987,0.005469813,0.8551238,0.004002577,0.1138504],"study_design_scores_gemma":[0.001479284,0.007185127,0.1555083,0.00008099822,0.00004554062,0.0007038036,0.3113793,0.00002519552,0.0003582282,0.01800937,0.5044711,0.000753751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566064,0.01627619,2.740725e-7,0.02436258,0.0001345626,0.000473287,0.000003359665,0.00006014467,0.002083184],"genre_scores_gemma":[0.9663333,0.003073498,0.000003438289,0.0001467878,0.001395409,0.00002907029,0.000009240266,0.000002301657,0.02900699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8371143,"threshold_uncertainty_score":0.3978797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236951740532528,"score_gpt":0.2149698899670172,"score_spread":0.1926003725616919,"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."}}