{"id":"W3015083478","doi":"10.5539/enrr.v10n2p14","title":"Effects of Climatic Variability and Non-Climatic Factors on Mopane Worms’ (Gonimbrasia Belina) Distribution and Livelihood Options in North Central Namibia","year":2020,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Geography; Socioeconomics; Distribution (mathematics); Descriptive statistics; Poverty; Food security; Diversification (marketing strategy); Agroforestry; Agriculture; Biology; Economic growth; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000468771,0.0002372683,0.0002840271,0.00007595673,0.0002634274,0.00004556395,0.000165443,0.00009854336,0.000104648],"category_scores_gemma":[0.000264643,0.0001962995,0.00003540731,0.0003195502,0.0006429789,0.0002015318,0.000630913,0.0005078565,0.0000232077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230917,"about_ca_system_score_gemma":0.000006247039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601622,"about_ca_topic_score_gemma":0.00002718675,"domain_scores_codex":[0.9976318,0.0002516205,0.0003025127,0.0005412734,0.0006493442,0.0006233923],"domain_scores_gemma":[0.9990234,0.0004442557,0.00006190888,0.0001534382,0.000002660649,0.0003143146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727339,0.000211868,0.9858803,0.0003329473,0.0000195803,0.00001709711,0.005633882,0.0004160999,0.00289892,0.00002325844,0.0000393923,0.0043539],"study_design_scores_gemma":[0.0006978079,0.0003225938,0.9895398,0.00003781941,0.00001426509,0.000001381569,0.0009819273,0.007494373,0.0004318882,0.0001133849,0.0001692118,0.0001955289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983653,0.0002412204,0.00001291158,0.0004887694,0.00001340699,0.0007393007,0.00001416178,0.00001008631,0.0001148804],"genre_scores_gemma":[0.9984428,0.001225646,0.0001061954,0.00003827687,0.00001964461,0.00003049948,0.00004759033,0.00001495887,0.00007439379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007078273,"threshold_uncertainty_score":0.8004862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116230712847816,"score_gpt":0.2446233705846169,"score_spread":0.2330002992998353,"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."}}