{"id":"W3186214306","doi":"10.1111/cuag.12273","title":"Agricultural Expertise, Market Connections, and Rural Futures: Regional Perspectives on Resilience","year":2021,"lang":"en","type":"article","venue":"Culture Agriculture Food and Environment","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Scholarship; Globe; Agriculture; Sociology; Pastoralism; Economic growth; Political science; Geography; Economics; Livestock","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":[0.004855881,0.0006585578,0.0004823451,0.002939895,0.01164083,0.01250026,0.002397164,0.004271038,0.007550352],"category_scores_gemma":[0.00373979,0.0002916452,0.0005226277,0.002904146,0.04100084,0.01487174,0.01088012,0.003471929,0.0004802947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00725919,"about_ca_system_score_gemma":0.003397287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009426649,"about_ca_topic_score_gemma":0.012678,"domain_scores_codex":[0.9956096,0.003212966,0.00005181004,0.000257232,0.0001977043,0.0006706371],"domain_scores_gemma":[0.9963434,0.00255871,0.0003657519,0.0001614645,0.0001922319,0.0003784478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000181223,0.00002262294,0.0009102058,0.0001815864,0.00001066277,0.0008588574,0.3117774,0.000638255,0.0002098511,0.6728517,0.003850454,0.008670257],"study_design_scores_gemma":[0.00001150422,0.00005110347,0.002084461,0.0006534054,0.00002156027,0.0006132618,0.5961829,0.0005667846,0.0001963354,0.1698125,0.2297731,0.00003293942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1861131,0.03303937,0.00821334,0.1949016,0.000405335,0.00004803455,0.00009101544,0.0000869858,0.5771012],"genre_scores_gemma":[0.9858936,0.005850145,0.0006633662,0.001872686,0.0001390806,0.00002876044,0.00001122105,0.00002260173,0.005518462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01250026,"threshold_uncertainty_score":0.05266935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256588698721493,"score_gpt":0.260444246691693,"score_spread":0.2478783597044781,"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."}}