{"id":"W4394130192","doi":"10.6084/m9.figshare.14980850","title":"Incorporating Biocultural Approaches in Forest Management: Insights from a Case Study of Indigenous Plant Stewardship in Maine, USA and New Brunswick, Canada","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Indigenous; Geography; Environmental resource management; Environmental planning; Forestry; Ecology; Environmental science; Political science; Biology","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":[0.001916301,0.0003274163,0.0004147577,0.003470475,0.004317216,0.002266065,0.00180066,0.0005694114,0.004519001],"category_scores_gemma":[0.00531592,0.0002611769,0.0003590514,0.01414832,0.001030628,0.001162768,0.002229776,0.001092985,0.0005579101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0318893,"about_ca_system_score_gemma":0.03081036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903232,"about_ca_topic_score_gemma":0.9970942,"domain_scores_codex":[0.9991052,0.0001977698,0.0000817375,0.0001141656,0.0001880243,0.0003130789],"domain_scores_gemma":[0.9954559,0.001549195,0.0003750286,0.0002783355,0.00180643,0.0005350877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002752664,0.0003167004,0.4369305,0.002418388,0.0001933575,0.00413569,0.2040997,0.001481085,0.0008928443,0.009983384,0.2632723,0.07600088],"study_design_scores_gemma":[0.0000470124,0.00002480526,0.4337529,0.001604673,0.00006349092,0.0002284628,0.308008,0.0006709833,0.000311159,0.0006734854,0.2545401,0.00007487797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6582307,0.004668723,0.001003724,0.007260936,0.00009360501,0.0008164597,0.2921698,0.0001163544,0.03563975],"genre_scores_gemma":[0.7337802,0.007285108,0.006185463,0.002800773,0.0000385571,0.002010187,0.2264797,0.0001303574,0.02128971],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.0318893,"threshold_uncertainty_score":0.2313742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019708131670787,"score_gpt":0.2156535079080753,"score_spread":0.1754564265913675,"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."}}