{"id":"W1981187485","doi":"10.1890/0012-9623-92.3.276","title":"Barriers and Incentives to Engagement in Public Policy and Science‐based Advocacy","year":2011,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public relations; Public engagement; Normative; Government (linguistics); Incentive; Public policy; Political science; Context (archaeology); Community engagement; Science policy; Sociology; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1548098,0.00045587,0.0009004364,0.003436302,0.01616584,0.02550099,0.002542927,0.01043878,0.01430007],"category_scores_gemma":[0.2875929,0.001215944,0.0008624246,0.002856832,0.01944279,0.01217781,0.02403272,0.01002432,0.001070119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026845,"about_ca_system_score_gemma":0.02784462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454976,"about_ca_topic_score_gemma":0.006530953,"domain_scores_codex":[0.7747402,0.1639037,0.009270488,0.006882754,0.01911471,0.02608804],"domain_scores_gemma":[0.5083795,0.3769061,0.04456959,0.0102425,0.01572663,0.04417573],"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":[0.0006154559,0.001176223,0.1613103,0.000624436,0.0001239421,0.001177646,0.1497608,0.001636863,0.0009124877,0.5783426,0.01694959,0.08736973],"study_design_scores_gemma":[0.0005845063,0.0005983954,0.1142357,0.002524079,0.00009875375,0.0008738253,0.2772248,0.006916909,0.001188878,0.4150172,0.1804336,0.0003034186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5127373,0.001572893,0.01409335,0.2493473,0.0005540266,0.00115143,0.0001416403,0.00008120255,0.2203208],"genre_scores_gemma":[0.9908546,0.0002442068,0.001577834,0.00376713,0.0001359883,0.0005869034,0.00002456835,0.00002403578,0.002784753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548098,"threshold_uncertainty_score":0.8187221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922017588001526,"score_gpt":0.2601958609272498,"score_spread":0.2309756850472346,"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."}}