{"id":"W3127160011","doi":"10.2737/pnw-gtr-567","title":"Assessing the viability and adaptability of forest-dependent communities in the United States.","year":2003,"lang":"en","type":"report","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Geography; Population; Indigenous; Forest management; Environmental resource management; Work (physics); Socioeconomics; Agroforestry; Forestry; Ecology; Environmental science; Demography; Biology; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146767,0.000240023,0.0001042845,0.001664859,0.0009205316,0.0005710592,0.0002971287,0.0002187831,0.0008293402],"category_scores_gemma":[0.002119522,0.0001143446,0.0001229459,0.001199972,0.0002443276,0.0005425668,0.001002543,0.0003229786,0.0001602526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305883,"about_ca_system_score_gemma":0.001974043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1249966,"about_ca_topic_score_gemma":0.3702372,"domain_scores_codex":[0.9996486,0.00008591363,0.00002821478,0.00002757985,0.0001574955,0.00005216077],"domain_scores_gemma":[0.9979733,0.0002071284,0.0004190743,0.00007815123,0.0007894071,0.0005329783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003110932,0.0001272788,0.9583919,0.00004087227,0.00002300315,0.0001072052,0.001893966,0.000398377,0.0002997959,0.0003306317,0.005702867,0.03265296],"study_design_scores_gemma":[0.000003351378,0.00009131382,0.9877703,0.00002815837,0.00001309093,0.00007359136,0.006015025,0.0005250905,0.0002329604,0.0002629977,0.004977729,0.000006438441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9812021,0.0003025816,0.0004671371,0.0006425972,0.0000235477,0.0001468488,0.004628255,0.00001579757,0.01257123],"genre_scores_gemma":[0.9878638,0.0005326556,0.00217223,0.0001040389,0.00001063711,0.0001426765,0.006223552,0.000003606979,0.002946826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1249966,"threshold_uncertainty_score":0.2485381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614701024664289,"score_gpt":0.3197030006447706,"score_spread":0.2582328981783417,"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."}}