{"id":"W6902231896","doi":"10.6084/m9.figshare.6856523.v1","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":"Figshare","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Human use; Selection (genetic algorithm); Human development (humanity); Human values","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":[0.002067043,0.0002983826,0.0003216833,0.00163322,0.01035604,0.003719259,0.001232178,0.0004034723,0.002335544],"category_scores_gemma":[0.003211603,0.0003090273,0.0001561842,0.004191865,0.002721098,0.0008281478,0.002230716,0.001172946,0.0001588016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07260063,"about_ca_system_score_gemma":0.08584434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951551,"about_ca_topic_score_gemma":0.9990345,"domain_scores_codex":[0.9987749,0.0002817701,0.00004535391,0.0001338861,0.0003248634,0.000439238],"domain_scores_gemma":[0.996689,0.0004170633,0.0001823841,0.00006746854,0.001698837,0.0009452912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038904,0.0003004794,0.6186733,0.0004854054,0.0000586119,0.001484339,0.2213981,0.001009759,0.001951241,0.005863774,0.01441024,0.1342608],"study_design_scores_gemma":[0.000007447678,0.00006317173,0.6151301,0.0003412024,0.00001837405,0.0001025525,0.3626792,0.0005585389,0.0003352753,0.0004609671,0.02025031,0.00005290089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9767907,0.001088837,0.0005337441,0.001991313,0.00002045567,0.000324801,0.0006974777,0.00001416172,0.01853852],"genre_scores_gemma":[0.9916223,0.0008930725,0.002135889,0.0003351669,0.000002617769,0.0002148756,0.0003950431,0.000007655631,0.004393372],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07260063,"threshold_uncertainty_score":0.5267569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144322152951897,"score_gpt":0.2004512697884157,"score_spread":0.186019054493226,"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."}}