{"id":"W1551826047","doi":"10.1111/cobi.12419","title":"Using internet search behavior to assess public awareness of protected wetlands","year":2014,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Wetland; Bay; The Internet; Business; Public participation; Geography; Environmental resource management; Environmental planning; Environmental science; Ecology; Political science; Public relations; Computer science; Biology; World Wide Web","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":[0.001652407,0.0003753489,0.0002828341,0.003511714,0.0003525865,0.0010202,0.000301992,0.0005384543,0.002403769],"category_scores_gemma":[0.005999516,0.0002149478,0.0004450797,0.00199697,0.0002233407,0.001640259,0.0006120863,0.0006031236,0.0006563875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107865,"about_ca_system_score_gemma":0.0005031409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004416424,"about_ca_topic_score_gemma":0.007639364,"domain_scores_codex":[0.9991128,0.0002893588,0.0001527642,0.0001508398,0.0001821301,0.0001121019],"domain_scores_gemma":[0.9932447,0.002053778,0.003111681,0.000286788,0.0008070898,0.0004960486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824626,0.0008633733,0.9720755,0.0002212295,0.000116948,0.00006743034,0.001044678,0.0001873524,0.001123987,0.0002066178,0.0009042537,0.02300628],"study_design_scores_gemma":[0.00001895035,0.0005516099,0.9932816,0.00004826705,0.0001025253,0.0001355443,0.001648237,0.001471618,0.0006902934,0.0002079306,0.001816595,0.00002673172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910971,0.00023681,0.0005916025,0.0001182167,0.00001689798,0.0002007535,0.001551475,0.00003388358,0.006153321],"genre_scores_gemma":[0.994794,0.0002515359,0.001685082,0.0001310353,0.0000254558,0.0003268049,0.001542427,0.000006524928,0.001237176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416424,"threshold_uncertainty_score":0.008781433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.254156436678707,"score_gpt":0.4190928130186986,"score_spread":0.1649363763399916,"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."}}