{"id":"W3158337350","doi":"10.1111/geoj.12392","title":"Bioengineering, telecoupling, and alternative dairy: Agricultural land use futures in the Anthropocene","year":2021,"lang":"en","type":"article","venue":"Geographical Journal","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of the Fraser Valley","funders":"Government of Canada","keywords":"Sustainability; Consumption (sociology); Agriculture; Production (economics); Futures contract; Land use; Business; Natural resource economics; Agricultural economics; Environmental resource management; Economics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007904954,0.0001918336,0.0001426065,0.0006806883,0.004380049,0.003556943,0.0006161868,0.001182987,0.006820533],"category_scores_gemma":[0.0009162569,0.00009024631,0.0001418941,0.001787829,0.00918193,0.002046701,0.00251698,0.0008803097,0.000243685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515499,"about_ca_system_score_gemma":0.006196833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2703615,"about_ca_topic_score_gemma":0.6147533,"domain_scores_codex":[0.9995536,0.000144798,0.000006329378,0.00003754883,0.0000637191,0.0001939804],"domain_scores_gemma":[0.9995754,0.0001190003,0.00005001355,0.00002836784,0.00008907719,0.0001380106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001817044,0.000135871,0.03027917,0.0003360694,0.00002580866,0.002745796,0.06100277,0.006183792,0.003513935,0.7238655,0.01067999,0.1610496],"study_design_scores_gemma":[0.00001278919,0.0001109748,0.04885926,0.00051096,0.00001369842,0.0007994009,0.168677,0.002832207,0.001112845,0.1397254,0.6372861,0.00005939303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6045948,0.01014886,0.005362307,0.04914185,0.0001281388,0.00004184974,0.0003712233,0.00002642193,0.3301846],"genre_scores_gemma":[0.9890381,0.003332415,0.001074082,0.0005329619,0.00002156276,0.00001400623,0.00003838753,0.000007882,0.005940632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703615,"threshold_uncertainty_score":0.5375757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006553702685976596,"score_gpt":0.2151582232041025,"score_spread":0.2086045205181259,"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."}}