{"id":"W2033388761","doi":"10.1016/j.jenvman.2008.07.006","title":"What motivates farmers to participate in the Nova Scotia environmental farm plan program? Evidence and environmental policy implications","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Agriculture; Dalhousie University","funders":"","keywords":"Nova scotia; Environmental planning; Plan (archaeology); Environmental policy; Environmental impact assessment; Business; Environmental resource management; Environmental management system; Environmental protection; Geography; Political science; Environmental science; Ecology","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":[0.000337332,0.0001944736,0.0001710383,0.00005472787,0.0002419371,0.000134243,0.0003687352,0.00004376431,0.0002597733],"category_scores_gemma":[0.000009997658,0.00007593326,0.00007559889,0.0002611468,0.000166857,0.000789317,0.0001877023,0.000187318,0.00004035911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483119,"about_ca_system_score_gemma":0.000002348876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007441713,"about_ca_topic_score_gemma":0.00007547989,"domain_scores_codex":[0.9985086,0.0001075021,0.0004638831,0.0002456928,0.0003741056,0.0003001926],"domain_scores_gemma":[0.9993639,0.0001507093,0.0002783561,0.00008931376,0.000002373172,0.0001153307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001421893,0.002472437,0.3862912,0.0000136415,0.0001489107,0.0001269692,0.002622195,0.0002284977,0.183504,0.0002037475,0.0009139173,0.4233323],"study_design_scores_gemma":[0.000173632,0.0005559268,0.9694327,0.00004318608,0.00003261939,0.0001867367,0.0163398,0.000005330053,0.0003252333,0.00006239801,0.01267969,0.0001628175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991095,0.0006813284,0.000002245293,0.007383128,0.00007878121,0.0006212979,0.0000302888,0.000006748787,0.0001011672],"genre_scores_gemma":[0.9934041,0.004964353,0.0002528507,0.001031228,0.0001343078,0.00002846623,0.00003063277,0.000002026987,0.0001520261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5831414,"threshold_uncertainty_score":0.3096468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370188859070412,"score_gpt":0.2801352549264644,"score_spread":0.2164333663357603,"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."}}