{"id":"W2311136865","doi":"10.1038/nclimate2954","title":"Including indigenous knowledge and experience in IPCC assessment reports","year":2016,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":473,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University; McGill University","funders":"","keywords":"Indigenous; Framing (construction); Scope (computer science); Political science; Traditional knowledge; Climate change; Climate change adaptation; Environmental resource management; Environmental planning; Geography; Environmental science; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104554,0.0001169879,0.0001578206,0.0001633271,0.0004985515,0.00005669871,0.0001827044,0.0003041171,0.0003759753],"category_scores_gemma":[0.0001466969,0.00009099491,0.00003023906,0.0002988687,0.0001761345,0.0003901971,0.0002227264,0.0002558808,0.00001846168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646704,"about_ca_system_score_gemma":0.00003976071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003322847,"about_ca_topic_score_gemma":0.01146941,"domain_scores_codex":[0.9986926,0.0001962942,0.0002267345,0.0002849874,0.0002108063,0.0003886319],"domain_scores_gemma":[0.999225,0.0001696247,0.0001221409,0.000289221,0.00008223599,0.0001118186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001383245,0.0001514469,0.407465,0.00005099926,0.000003704964,0.00003540346,0.398511,1.068389e-8,0.00318464,0.006176673,0.0001492046,0.1842581],"study_design_scores_gemma":[0.0006578245,0.0000630413,0.6737242,0.0006807621,0.00001056225,0.00001896336,0.03326811,0.000008925203,0.0001416782,0.001522899,0.2893611,0.0005419365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570466,0.003143842,0.000004356973,0.003411229,0.0005958759,0.0004689632,0.00001361944,0.000101738,0.03521372],"genre_scores_gemma":[0.957736,0.04123731,0.000102112,0.0003254007,0.0003062774,0.0001546709,0.00001152517,0.00001258782,0.0001141763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3652429,"threshold_uncertainty_score":0.6400201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.475505277334581,"score_gpt":0.532427008370014,"score_spread":0.05692173103543302,"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."}}