{"id":"W4313310321","doi":"10.1139/cjfr-2021-0314","title":"Allies for subsistence: poverty alleviation in community forestry limited by powerful actors","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsistence agriculture; Community forestry; Livelihood; Poverty; Forestry; Sustainability; Poverty reduction; Economic growth; Indigenous; Forest management; Geography; Political science; Business; Economics; Ecology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00239155,0.0001845938,0.0002015711,0.0009738866,0.003928486,0.002699263,0.0004459107,0.0004575832,0.00486484],"category_scores_gemma":[0.002794528,0.00007274174,0.0001084376,0.001301836,0.002867928,0.001882499,0.00321403,0.000479159,0.0001690888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848305,"about_ca_system_score_gemma":0.002989351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005550772,"about_ca_topic_score_gemma":0.01995803,"domain_scores_codex":[0.9979714,0.001256969,0.00002866574,0.000117756,0.000162282,0.0004629192],"domain_scores_gemma":[0.9979024,0.001051731,0.0002988314,0.00009491531,0.000171728,0.0004803274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004737191,0.001030737,0.3328842,0.0007594255,0.0001066718,0.006231924,0.2205193,0.003312713,0.003415925,0.1580352,0.004828908,0.2684012],"study_design_scores_gemma":[0.00003873158,0.0004141022,0.2478847,0.000777805,0.00007364956,0.001517619,0.5888534,0.004175814,0.001705036,0.0658304,0.08868264,0.00004613788],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516612,0.0004088126,0.001533811,0.001087841,0.00001430396,0.00007856263,0.00003506278,0.000005248827,0.04517524],"genre_scores_gemma":[0.998674,0.00008303778,0.000323409,0.00004527534,0.000002353299,0.00001698502,0.000006956043,0.000001029605,0.0008469615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005550772,"threshold_uncertainty_score":0.01627451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04962502081236905,"score_gpt":0.2732919152155112,"score_spread":0.2236668944031421,"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."}}