{"id":"W589192412","doi":"","title":"Evolving Environmental Management and Community Engagement at the U.S.-Mexican Border","year":2014,"lang":"en","type":"article","venue":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treaty; Political science; Agency (philosophy); Commission; Environmental law; Public participation; Negotiation; Public administration; Natural resource; Business; Environmental planning; Geography; Law; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007926764,0.0002339115,0.0002239121,0.0001466733,0.002953271,0.00003767567,0.0004473889,0.0001989941,0.001329077],"category_scores_gemma":[0.0000192836,0.0002449011,0.00008568511,0.0003020147,0.001209689,0.001023463,0.001439925,0.001052628,0.00004090126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003138,"about_ca_system_score_gemma":0.000008558889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003964978,"about_ca_topic_score_gemma":0.0001336979,"domain_scores_codex":[0.9981819,0.0006496368,0.0001764948,0.000410427,0.0002702642,0.0003113151],"domain_scores_gemma":[0.999099,0.0001957619,0.0001855484,0.0003042558,0.00000456164,0.0002109363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007890214,0.0004539665,0.9078102,0.0001140624,0.0005386306,0.00003363496,0.00926426,0.001186885,0.03144264,0.007168377,0.006077931,0.03512044],"study_design_scores_gemma":[0.002505624,0.0003187645,0.5144371,0.00004129225,0.0002808463,0.00002343506,0.03466996,0.001310476,0.0003228293,0.0002141867,0.4452975,0.0005779651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900499,0.00006507181,0.0003478735,0.0003639691,0.00005674061,0.0002755036,0.0000241589,0.00003371645,0.09833399],"genre_scores_gemma":[0.9505326,0.002451258,0.0003815088,0.0002631593,0.00001289762,4.341219e-7,0.00001425702,0.00001322027,0.04633068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4392196,"threshold_uncertainty_score":0.9995838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009831616767022,"score_gpt":0.1800749466662603,"score_spread":0.1699766304985901,"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."}}