{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113301,0.0001510193,0.0001307769,0.00003000258,0.0004023793,0.0001316937,0.00007449851,0.0001483244,0.0003981224],"category_scores_gemma":[0.00001165727,0.0001153147,0.00002526262,0.00003715784,0.00006507561,0.00004842807,0.00002207057,0.0002000954,0.00001427303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501205,"about_ca_system_score_gemma":0.0001413273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8447585,"about_ca_topic_score_gemma":0.9981174,"domain_scores_codex":[0.9990452,0.00004527555,0.0001164358,0.0002987361,0.0003240911,0.0001702952],"domain_scores_gemma":[0.9997385,0.00001577652,0.00005997967,0.00006016295,0.000005374394,0.0001202779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000363777,0.00005910508,0.01083293,0.0002211153,0.0001460415,0.00004030973,0.07707732,0.000001744481,0.00009556994,0.02068913,0.7435529,0.1472474],"study_design_scores_gemma":[0.00006211006,0.000008743585,0.1431736,0.0000190812,0.00005504847,3.411508e-7,0.09093705,0.000003583405,0.000002529863,0.0001296905,0.7654578,0.0001504045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7041078,0.001979263,0.000003001702,0.001834224,0.0010504,0.0005926041,0.0001919254,0.00007926776,0.2901616],"genre_scores_gemma":[0.4791206,0.008973259,0.00002944242,0.0001502579,0.0001777366,0.00002445325,0.000484332,0.00001173414,0.5110282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2249871,"threshold_uncertainty_score":0.4702398,"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."}}