{"id":"W4386175863","doi":"10.59962/9780774854870","title":"Land Resource Economics and Sustainable Development","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Natural resource economics; Sustainable development; Economics; Geography; Environmental resource management; Agricultural economics; Environmental economics; Computer science; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003033029,0.0001729574,0.0003417124,0.00004648488,0.0003404296,0.0001040389,0.0003672606,0.0003431079,0.0005701087],"category_scores_gemma":[0.000004987874,0.0004065858,0.00006400168,0.00001576014,0.0007179194,0.0001235904,0.001416221,0.0002331232,0.00002170953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009534057,"about_ca_system_score_gemma":0.0001333941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.126633,"about_ca_topic_score_gemma":0.08423416,"domain_scores_codex":[0.998449,0.00002453138,0.0002296411,0.000501942,0.0002453825,0.0005494488],"domain_scores_gemma":[0.9993172,0.00003468049,0.000207521,0.0002278174,0.00001366655,0.000199069],"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":[0.0001048254,0.0001120342,0.006948139,0.0005889511,0.0002625755,0.001892394,0.00286211,0.0001370149,0.000003236736,0.000322986,0.7596806,0.2270851],"study_design_scores_gemma":[0.0005779595,0.00002947834,0.01304994,0.00007027986,0.00004090046,0.00003464372,0.0006653022,0.000008154077,0.000005191041,0.0004597794,0.9846298,0.0004286453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08032729,0.0001176485,0.00001337807,0.000004082232,0.00002151805,0.0004145043,0.00003521636,0.00003492369,0.9190314],"genre_scores_gemma":[0.001694204,0.0002559039,0.0007499654,0.00005878492,0.00002357348,8.049493e-7,0.00005624822,0.00003521683,0.9971253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2266565,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006158100870482768,"score_gpt":0.1519497796400795,"score_spread":0.1457916787695967,"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."}}