{"id":"W4396540346","doi":"10.36939/ir.202405011513","title":"Trust, Risk, and Dissonance: Prairie Agriculture and Canada’s Environmental Farm Plan","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Cognitive dissonance; Context (archaeology); Agriculture; Perception; Environmental planning; Geography; Environmental resource management; Political science; Public relations; Sociology; Social psychology; Psychology; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007393087,0.0002250468,0.000254787,0.001180384,0.03023132,0.01101424,0.00168647,0.001845848,0.003071247],"category_scores_gemma":[0.01449446,0.0002622391,0.0001840971,0.002389202,0.0240655,0.003119513,0.005277212,0.004164492,0.0001325782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1435997,"about_ca_system_score_gemma":0.1716681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844854,"about_ca_topic_score_gemma":0.9903824,"domain_scores_codex":[0.9928569,0.002582149,0.0001229654,0.0004669625,0.002314478,0.001656525],"domain_scores_gemma":[0.9905176,0.004330873,0.0007069271,0.000309951,0.002361821,0.00177291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005251687,0.00008721295,0.02387912,0.00008591457,0.00002376952,0.0005154678,0.7934987,0.0004500475,0.0002817549,0.1431281,0.01028813,0.02770931],"study_design_scores_gemma":[0.000008940711,0.00002072965,0.0339954,0.0002438676,0.0000182723,0.00006343509,0.8710299,0.0007069134,0.0002574434,0.01095131,0.08264086,0.00006294552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7666025,0.00222586,0.001951617,0.05568624,0.0001394959,0.0001401427,0.0001481232,0.00001533832,0.1730906],"genre_scores_gemma":[0.9919768,0.0005983237,0.0003255117,0.001048635,0.000005806819,0.00001719505,0.00002087948,0.000006621927,0.006000283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435997,"threshold_uncertainty_score":0.993303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00553397075545328,"score_gpt":0.239599762302823,"score_spread":0.2340657915473697,"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."}}