{"id":"W2600940533","doi":"10.1080/13504509.2017.1304462","title":"Non-timber forest products and village livelihoods in Rajasthan, India: adaptation in a changing environment","year":2017,"lang":"en","type":"article","venue":"International Journal of Sustainable Development & World Ecology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Research Council (Canada); Global Institute for Water Security","funders":"Canadian International Development Agency","keywords":"Livelihood; Forest cover; Business; Geography; Socioeconomics; Agroforestry; Environmental planning; Agriculture; Natural resource economics; Environmental protection; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000429444,0.000220109,0.000207746,0.0009169382,0.001805031,0.0014162,0.0007831913,0.0002817511,0.001317444],"category_scores_gemma":[0.0008034395,0.0001870381,0.0002132132,0.001284091,0.001538573,0.0005964033,0.001570068,0.0006309562,0.0001672907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431806,"about_ca_system_score_gemma":0.002067464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05618278,"about_ca_topic_score_gemma":0.1761798,"domain_scores_codex":[0.9994253,0.0002334755,0.00001511236,0.0000429298,0.00006150283,0.0002217774],"domain_scores_gemma":[0.9992948,0.0002372077,0.0001711029,0.00004456277,0.0001140079,0.0001384029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002361005,0.0007122836,0.7260023,0.0004587508,0.0001048674,0.00964563,0.191824,0.0007183503,0.007207527,0.002770542,0.001319629,0.05899991],"study_design_scores_gemma":[0.000006532101,0.0002950426,0.8339391,0.00004832727,0.00003458501,0.001309378,0.1605514,0.0001315423,0.0004152943,0.0002008129,0.003044153,0.00002398295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998284,0.0000920955,0.00002169239,0.00008878369,0.000001735292,0.000008338011,0.00002749981,0.000002249953,0.001473465],"genre_scores_gemma":[0.9992983,0.0001469554,0.00006082242,0.00002669741,0.00000119668,0.000007125888,0.00002835519,0.000001019617,0.0004294365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05618278,"threshold_uncertainty_score":0.1117115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008238497077577813,"score_gpt":0.2051154519255411,"score_spread":0.1968769548479633,"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."}}