{"id":"W2039332724","doi":"10.1002/cjas.75","title":"Sustainable resource management, reality or illusion? Edited by Peter N. Nemetz (2007), Northampton, MA: Edward Elgar Publishing, 445 pp. ISBN: 9781845425944","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Publishing; Management; Citation; Political science; Library science; Administration (probate law); Economics; Law; Computer 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003811608,0.00049606,0.000465894,0.0005138483,0.004309719,0.0009989063,0.001961849,0.0002165362,0.002513006],"category_scores_gemma":[0.0009954602,0.0004347259,0.0001685,0.002936575,0.0087102,0.00419423,0.0001701718,0.0004922043,0.00003590647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003628259,"about_ca_system_score_gemma":0.003770638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03193298,"about_ca_topic_score_gemma":0.1967019,"domain_scores_codex":[0.994625,0.0003152569,0.001067411,0.0009311541,0.0008151358,0.002246032],"domain_scores_gemma":[0.9959373,0.0001773729,0.0008396291,0.0003703545,0.0001658724,0.002509416],"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":[0.0005424822,0.000486314,0.2569863,0.0002986531,0.0001849389,0.01695339,0.0386832,0.003108543,0.0005387891,0.00957229,0.6665019,0.006143178],"study_design_scores_gemma":[0.001379183,0.006085204,0.182843,0.00021291,0.0001113569,0.006926674,0.07661316,0.0006095916,0.0008279962,0.006456062,0.7162204,0.001714379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914977,0.0002491965,0.0003154983,0.003100495,0.0004362082,0.0005171128,0.00007517637,0.00002637034,0.1037823],"genre_scores_gemma":[0.9758132,0.0001589009,0.004635196,0.001032198,0.0002933438,0.00002308524,0.00003957442,0.00002603217,0.0179785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647689,"threshold_uncertainty_score":0.9998105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464137350544822,"score_gpt":0.2712641921685391,"score_spread":0.2266228186630909,"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."}}