{"id":"W1499569449","doi":"10.3390/ijerph120707541","title":"Environmental Resource Management in Borderlands: Evolution from Competing Interests to Common Aversions","year":2015,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"Government of Canada; Western Washington University","keywords":"Dilemma; Resource (disambiguation); Enthusiasm; Common-pool resource; Value (mathematics); Resource management (computing); Environmental resource management; Political science; Computer science; Economics; Psychology; Social psychology; Epistemology; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004412737,0.0001825259,0.0005219046,0.001024288,0.0003484301,0.0003968872,0.0007223195,0.0001412167,0.0004124546],"category_scores_gemma":[0.0001985286,0.0001656259,0.0001067245,0.0002593154,0.0002926679,0.000425779,0.0003687353,0.0008229233,0.00007515605],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004611654,"about_ca_system_score_gemma":0.0006997915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125804,"about_ca_topic_score_gemma":0.002249812,"domain_scores_codex":[0.9953528,0.001108418,0.0008971508,0.0002961417,0.00187498,0.0004705067],"domain_scores_gemma":[0.9985054,0.000290841,0.0003799075,0.0001447884,0.00005695657,0.0006221018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000299798,0.0004337889,0.0005429401,0.0000419765,0.0000755181,0.00002801931,0.003118249,0.000002454227,6.788785e-7,0.001528404,0.00205037,0.9921476],"study_design_scores_gemma":[0.000395722,0.0001967015,0.001139069,0.0009916117,0.000006591635,0.00001059633,0.01647251,0.0000143466,4.838171e-8,0.0002486247,0.9804049,0.0001193143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01403732,0.9657049,0.0002286384,0.01110704,0.0008320806,0.001450757,0.0005069312,0.00001597615,0.006116361],"genre_scores_gemma":[0.07405069,0.9243308,0.0001841509,0.0002939772,0.000531249,0.00001816218,0.000263589,0.00002029939,0.0003070669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920283,"threshold_uncertainty_score":0.9992095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421697484030198,"score_gpt":0.4907749350010088,"score_spread":0.348605186597989,"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."}}