{"id":"W3096564876","doi":"10.1007/s00267-020-01383-5","title":"Collaboration Relations in Climate Information Production and Dissemination to Subsistence Farmers in Namibia","year":2020,"lang":"en","type":"article","venue":"Environmental Management","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sveriges Lantbruksuniversitet; Department for International Development; University of Namibia; International Development Research Centre","keywords":"Subsistence agriculture; Business; Centrality; Production (economics); Marketing; Knowledge management; Climate change; Environmental resource management; Environmental economics; Agriculture; Geography; Economics; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001428038,0.0001468048,0.0001599694,0.000714223,0.002691759,0.001380002,0.0002875175,0.0004541516,0.002360148],"category_scores_gemma":[0.003455837,0.0001361191,0.00008921779,0.001405227,0.0007961001,0.001341177,0.001507126,0.0002401833,0.0001264329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804401,"about_ca_system_score_gemma":0.002775785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02916655,"about_ca_topic_score_gemma":0.04695005,"domain_scores_codex":[0.9988152,0.0007627084,0.00003612045,0.0001008551,0.00009425689,0.0001909541],"domain_scores_gemma":[0.9982755,0.0009655167,0.0004001801,0.00003839046,0.0001157948,0.0002046272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004552772,0.0002309691,0.4567853,0.0006721233,0.00007598692,0.007581219,0.3739493,0.001871622,0.0100286,0.006429962,0.0009867384,0.1409328],"study_design_scores_gemma":[0.00002442934,0.0002191007,0.6266002,0.0002545579,0.00005591826,0.0008952431,0.3393729,0.003338255,0.001660955,0.003021434,0.02451497,0.00004200768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946009,0.0003244827,0.0004320382,0.0004221805,0.000004019701,0.00002322965,0.00003320425,0.000003090934,0.004156874],"genre_scores_gemma":[0.999134,0.0001684572,0.0002392066,0.00001815196,0.000001440183,0.00001403573,0.00001026558,6.966521e-7,0.0004138249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02916655,"threshold_uncertainty_score":0.05799359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007772926522445973,"score_gpt":0.2029860170654348,"score_spread":0.1952130905429889,"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."}}