{"id":"W7096327361","doi":"","title":"www.mdpi.com/journal/ijerph Review Environmental Resource Management in Borderlands: Evolution from Competing Interests to Common Aversions","year":2015,"lang":"en","type":"article","venue":"","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Resource (disambiguation); Value (mathematics); Enthusiasm; Resource management (computing); Common-pool resource; Sustainable development","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009495946,0.0001063406,0.0001601275,0.0001114414,0.0003643764,0.0001711218,0.00023834,0.00005027828,0.001289519],"category_scores_gemma":[0.0001141132,0.00009674314,0.00004883248,0.000261046,0.00006078014,0.0003025687,0.00009993886,0.0001782302,0.0004406699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635663,"about_ca_system_score_gemma":0.00005236141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219364,"about_ca_topic_score_gemma":0.01513274,"domain_scores_codex":[0.9985879,0.000241764,0.0003492147,0.0001981353,0.0004110497,0.0002119464],"domain_scores_gemma":[0.9994901,0.00004422076,0.00008511219,0.0001577835,0.00003529501,0.0001875259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002207904,0.001092441,0.07315855,0.00007754644,0.0001115023,0.00007553027,0.05530827,0.001245429,0.0003873056,0.05919834,0.6430871,0.1660372],"study_design_scores_gemma":[0.0005829537,0.00005712402,0.006040955,0.0004738965,0.00001842599,0.000001633471,0.04255937,0.0009198692,0.000009936778,0.0003643142,0.9487823,0.0001892686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5184782,0.004764101,0.01218989,0.06119433,0.001231231,0.002376307,0.00003849896,0.0002382935,0.3994892],"genre_scores_gemma":[0.9904282,0.0009394936,0.000753952,0.003913837,0.0001563407,0.00001554888,0.00007534074,0.000009840724,0.003707457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.47195,"threshold_uncertainty_score":0.9996234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012453394381004,"score_gpt":0.3473269775309084,"score_spread":0.3172024435870983,"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."}}