{"id":"W2884263330","doi":"10.1080/08941920.2018.1481548","title":"Developing Human Well-being Domains, Metrics and Indicators in an Ecosystem-Based Management Context in Haida Gwaii, British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"Society & Natural Resources","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Environmental resource management; Geography; Well-being; Work (physics); Archaeology; Political science; Engineering; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002090966,0.0003241014,0.0003398219,0.001667092,0.01037591,0.003631621,0.001266827,0.000397003,0.002002781],"category_scores_gemma":[0.003267336,0.0003323675,0.0001680367,0.004409937,0.002581912,0.0008179226,0.00223784,0.001158735,0.0001554229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07628018,"about_ca_system_score_gemma":0.09236915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953922,"about_ca_topic_score_gemma":0.9990134,"domain_scores_codex":[0.9987263,0.0002862254,0.0000509971,0.0001425698,0.0003369871,0.0004570354],"domain_scores_gemma":[0.9965646,0.0004035532,0.0001933072,0.0000648491,0.001821914,0.0009518515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001080214,0.0003173481,0.6425313,0.0005012215,0.00005779558,0.00148674,0.217639,0.001064137,0.002107227,0.005199581,0.01120685,0.1177808],"study_design_scores_gemma":[0.000007757973,0.00006881949,0.6126014,0.0003427986,0.00001922554,0.0001012126,0.367767,0.0006149421,0.0003642127,0.0004208827,0.01763737,0.00005435613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808209,0.0009857265,0.0004764062,0.001647562,0.00001738574,0.0003349469,0.0006094264,0.00001219459,0.01509533],"genre_scores_gemma":[0.9923595,0.0008739948,0.002037761,0.0003037612,0.000002531378,0.0002289462,0.000375289,0.000007022196,0.003811328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07628018,"threshold_uncertainty_score":0.553454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004930232137284315,"score_gpt":0.2040336209771839,"score_spread":0.1991033888398996,"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."}}