{"id":"W4384069341","doi":"10.1016/j.jrurstud.2023.103060","title":"Basic human values of dairy producers in Canada and the U.S.: A cross-sectional survey study","year":2023,"lang":"en","type":"article","venue":"Journal of Rural Studies","topic":"Cultural Differences and Values","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"National Institute of Food and Agriculture; University of Guelph; U.S. Department of Agriculture","keywords":"Value (mathematics); Geography; Socioeconomics; Agricultural economics; Marketing; Sociology; Business; Economics; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358521,0.0000933386,0.000355191,0.00006375054,0.0001448832,0.00001912324,0.0001393408,0.00001612955,0.00003919737],"category_scores_gemma":[0.0002364258,0.00004662636,0.0000539252,0.0002298953,0.0001987798,0.00005761314,0.00007235246,0.0001629032,0.000001178585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008616311,"about_ca_system_score_gemma":0.00006715945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5697975,"about_ca_topic_score_gemma":0.8353315,"domain_scores_codex":[0.9986778,0.0003377316,0.0004794365,0.00008376883,0.000277182,0.0001440244],"domain_scores_gemma":[0.9989644,0.0004328545,0.0002732436,0.00007953083,0.0002254373,0.00002457097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294478,0.00003813194,0.9865053,0.000009557517,0.0003677732,0.00001249985,0.009069062,0.0000153092,0.00001889819,0.00004797468,0.003405581,0.0002804288],"study_design_scores_gemma":[0.00148007,0.0002099382,0.9477761,0.00001987377,0.00001653884,0.00001133172,0.04989412,0.0000012249,0.000003489947,0.0005215842,0.00001468167,0.00005110127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967333,0.001999619,2.920052e-8,0.0002599412,0.0007990212,0.0001474324,0.00001129807,0.000003112062,0.00004624186],"genre_scores_gemma":[0.9990458,0.0001963552,7.382795e-7,0.0000210846,0.0001191343,0.000005814439,0.000001175003,0.000004108027,0.000605774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.265534,"threshold_uncertainty_score":0.4330672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755031838602295,"score_gpt":0.4241619814549226,"score_spread":0.248658797594693,"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."}}