{"id":"W3136695370","doi":"10.1093/jofore/fvab003","title":"Changes in Relationships between the USDA Forest Service and Small, Forest-Based Communities in the Northwest Forest Plan Area amid Declines in Agency Staffing","year":2021,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Staffing; Business; Overtime; Service (business); Public relations; Political science; Marketing; Sociology","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":[0.001190064,0.000123157,0.000224164,0.001202237,0.002665261,0.001262349,0.0008883241,0.0007025104,0.003692355],"category_scores_gemma":[0.004747083,0.0002307941,0.0001785351,0.001296206,0.001724782,0.001388476,0.001643221,0.001133285,0.0002765033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615725,"about_ca_system_score_gemma":0.002850804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3354326,"about_ca_topic_score_gemma":0.6692333,"domain_scores_codex":[0.9990259,0.0003819849,0.00004020823,0.00009864305,0.0001313773,0.0003218357],"domain_scores_gemma":[0.996187,0.0007800708,0.0009722665,0.00008423495,0.0005484465,0.001428036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001184379,0.0002215138,0.9821091,0.000009634158,0.00002237219,0.0001598642,0.01181175,0.00009313258,0.0002487238,0.0002283136,0.0005297115,0.004447599],"study_design_scores_gemma":[0.000003368998,0.0000451476,0.9553119,0.000008503101,0.000004476472,0.00005468484,0.04385301,0.0001522577,0.00003526707,0.00006284386,0.0004639274,0.000004574926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.00001964224,0.0000112673,0.0001592925,0.000003133872,0.00000261926,0.00005597934,7.237669e-7,0.0005791119],"genre_scores_gemma":[0.9993299,0.00002660515,0.00002130719,0.00003189128,0.000003543637,0.000004479527,0.00006754745,9.627403e-7,0.0005136302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3354326,"threshold_uncertainty_score":0.6669603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137657520959735,"score_gpt":0.317909650781569,"score_spread":0.1802521298218339,"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."}}