{"id":"W2031370690","doi":"10.1080/08865655.2011.641316","title":"Conservation of Shared Environments: Learning from the United States and Mexico","year":2011,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003025992,0.00008708268,0.0001554741,0.00002943689,0.0001108112,0.000009159236,0.0001133883,0.00001902068,0.0003722499],"category_scores_gemma":[0.00007925841,0.0000556234,0.00003305454,0.00009345463,0.0002542242,0.0001793577,0.0001742358,0.00009987362,0.000006853925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003930633,"about_ca_system_score_gemma":0.00000202447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007991096,"about_ca_topic_score_gemma":0.0001792955,"domain_scores_codex":[0.99921,0.00007834833,0.0003139308,0.00008574362,0.0002256357,0.00008635397],"domain_scores_gemma":[0.9993669,0.0001423999,0.000370066,0.00008100359,0.000009105473,0.00003049537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008732632,0.0000840947,0.9739052,0.000006802022,0.0002548396,0.000005336321,0.01192846,0.0007443433,0.001111305,0.00004252128,0.01063558,0.001194164],"study_design_scores_gemma":[0.0006964488,0.0002706602,0.904259,0.00004113756,0.00009046814,0.000003098266,0.01282377,0.0005300462,0.0006575442,0.0008442099,0.07969081,0.00009281268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957269,0.0006642786,0.0004370683,0.00256561,0.00004941399,0.00007871906,0.000003471764,0.000003519524,0.0004709892],"genre_scores_gemma":[0.9883083,0.007798248,0.001484511,0.002010257,0.00001410917,0.000003483775,0.00001077239,0.000008318611,0.0003619794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06964624,"threshold_uncertainty_score":0.4075875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291424581268419,"score_gpt":0.2478591357727259,"score_spread":0.2049448899600418,"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."}}