{"id":"W3006277933","doi":"10.1111/csp2.186","title":"How do practitioners characterize land tenure security?","year":2020,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Nature Conservancy of Canada; Nature Conservancy; David and Lucile Packard Foundation","keywords":"Food security; Work (physics); Land tenure; Business; Sustainable land management; Climate change; Poverty; Environmental resource management; Land use; Public relations; Political science; Land management; Economics; Economic growth; Geography; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006548491,0.00007727037,0.00008268361,0.00000905601,0.0005265724,0.0006629266,0.0001228899,0.00004843845,0.00005294838],"category_scores_gemma":[0.001072445,0.00001715086,0.00001685755,0.0005850789,0.0002206779,0.002698946,0.00004928911,0.0001098748,0.00001517865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009808781,"about_ca_system_score_gemma":0.00004390635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008201045,"about_ca_topic_score_gemma":0.00002094699,"domain_scores_codex":[0.9990822,0.00005010731,0.00009535857,0.0002639138,0.0003506916,0.0001577214],"domain_scores_gemma":[0.9990427,0.0002845125,0.0001344464,0.00003522713,0.0003376422,0.000165448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000565993,0.0002174614,0.03578165,0.00006425531,0.00003714343,0.00007940683,0.005930933,6.331892e-7,0.7095425,0.008921179,0.01306247,0.2257964],"study_design_scores_gemma":[0.0001160666,0.0001180568,0.03973151,0.000005728614,0.00001041032,0.00005895453,0.001300498,0.0001505205,0.0005246829,0.0003022489,0.9575666,0.0001147874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079803,0.00005103081,0.000007538862,0.49002,0.00009954806,0.0001220486,0.00001643196,0.00003832614,0.001664688],"genre_scores_gemma":[0.9817569,0.0002824074,0.0001110622,0.01726884,0.0002791844,0.000004977352,0.00002184834,4.889711e-7,0.0002743095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9445041,"threshold_uncertainty_score":0.6392617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04601880572986696,"score_gpt":0.2540606586720948,"score_spread":0.2080418529422278,"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."}}