{"id":"W3136055947","doi":"10.1111/cobi.13732","title":"Bridging research and practice in conservation","year":2021,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; McGill University; The North South Institute; Environment and Climate Change Canada; Carleton University","funders":"","keywords":"Intermediary; Business; Evidence-based management; Evidence-based practice; Empirical evidence; Biodiversity conservation; Public relations; Bridging (networking); Resource (disambiguation); Conservation psychology; Foundation (evidence); Knowledge management; Environmental resource management; Environmental planning; Marketing; Political science; Biodiversity; Medicine; Ecology; Computer science; Economics; Alternative medicine; Geography; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3560915,0.001922044,0.005084995,0.0183568,0.01490024,0.05098545,0.01023103,0.03020031,0.01832166],"category_scores_gemma":[0.4191425,0.002716043,0.003480091,0.01531487,0.1224238,0.06544154,0.06437446,0.03071284,0.004570416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03402267,"about_ca_system_score_gemma":0.1103846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005855953,"about_ca_topic_score_gemma":0.004749196,"domain_scores_codex":[0.4875775,0.4154324,0.02621618,0.02829044,0.03387562,0.008607792],"domain_scores_gemma":[0.2706427,0.6027854,0.02037243,0.06694575,0.02545868,0.01379503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150589,0.0003840954,0.002474318,0.01077216,0.0002910667,0.0005850858,0.09798539,0.001042835,0.0004524781,0.6096389,0.03643012,0.2398286],"study_design_scores_gemma":[0.0001035077,0.0001894699,0.001574317,0.03478467,0.0001068679,0.0002948546,0.03447568,0.0006852621,0.0003627762,0.6155432,0.3117596,0.0001198383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006981885,0.1214095,0.08665084,0.6753898,0.008281521,0.001470083,0.0001413032,0.0004132267,0.09926198],"genre_scores_gemma":[0.4665463,0.08687664,0.2443951,0.174494,0.008445049,0.006442456,0.0004226339,0.0006107995,0.01176691],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3560915,"threshold_uncertainty_score":0.7940538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3245628387595126,"score_gpt":0.4650210566756709,"score_spread":0.1404582179161583,"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."}}