{"id":"W3214558872","doi":"10.1016/j.gloenvcha.2021.102409","title":"Assessing the state of traditional knowledge at national level","year":2021,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Traditional knowledge; Indigenous; Participatory development; Citizen journalism; Quarter (Canadian coin); State (computer science); Intervention (counseling); Geography; Political science; Knowledge management; Environmental resource management; Public relations; Psychology; Ecology; Computer science","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":[0.005443383,0.0001277895,0.0003218904,0.003525808,0.0008340104,0.00307513,0.0005812263,0.0005288924,0.002355517],"category_scores_gemma":[0.02041365,0.0001501031,0.0002371319,0.005140045,0.001694447,0.004398827,0.002478397,0.0007559558,0.0001840037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884104,"about_ca_system_score_gemma":0.001679548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941646,"about_ca_topic_score_gemma":0.03669228,"domain_scores_codex":[0.9974305,0.0008147403,0.0002259048,0.0003531142,0.0008819547,0.0002937678],"domain_scores_gemma":[0.9761665,0.01219333,0.003672774,0.00173234,0.005588179,0.0006467581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928605,0.0001583863,0.9323326,0.0001538485,0.000298166,0.00007252341,0.009361632,0.002281385,0.001204261,0.005150243,0.0002426559,0.04855146],"study_design_scores_gemma":[0.000007562291,0.0002177821,0.9676679,0.0001004223,0.0001451742,0.00006029475,0.01765015,0.004768136,0.001292966,0.005867929,0.002197237,0.00002437113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890989,0.0001261781,0.0007702723,0.0001262021,0.000002891387,0.0000143301,0.000292621,0.000004817672,0.009563835],"genre_scores_gemma":[0.9989424,0.00004725595,0.0005246977,0.00001111903,0.000001540677,0.00001105467,0.0001716434,0.000001192644,0.0002889708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941646,"threshold_uncertainty_score":0.03860688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071400277130984,"score_gpt":0.2566497279381628,"score_spread":0.1495097002250644,"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."}}