{"id":"W6984851612","doi":"","title":"","year":2023,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; College of Engineering, Michigan State University; Kasetsart University; National Aeronautics and Space Administration; Austrian Science Fund; University of Toronto; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo; Michigan State University","keywords":"Climate change; Land use, land-use change and forestry; Globalization; Sustainable development; Land use; Sustainability","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001647191,0.0003533069,0.0003565253,0.0007118301,0.0008879615,0.004098971,0.000383254,0.0008536393,0.09073856],"category_scores_gemma":[0.000527953,0.0001451371,0.0002170021,0.001857188,0.0008989996,0.002171859,0.001019788,0.001032425,0.04325093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004433,"about_ca_system_score_gemma":0.0008226873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858308,"about_ca_topic_score_gemma":0.007561434,"domain_scores_codex":[0.9998261,0.00002099245,0.000005987576,0.00003426429,0.00009499025,0.00001769486],"domain_scores_gemma":[0.999907,0.00002549989,0.000008603814,0.0000148992,0.00002558357,0.00001838627],"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":[0.00002365581,0.00002696187,0.0006000698,0.0003003569,0.000009085404,0.0001651613,0.0006024997,0.0003769805,0.0008200093,0.1684486,0.5294821,0.2991446],"study_design_scores_gemma":[8.313431e-7,0.000004281508,0.0006102162,0.00008861163,0.000001153946,0.00009523646,0.0001441481,0.00005960018,0.00009421134,0.008173355,0.9907259,0.000002328657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001710246,0.02274674,0.001657325,0.005437621,0.001666321,0.00002019616,0.0004449781,0.0001521623,0.9661644],"genre_scores_gemma":[0.01420544,0.02210698,0.001357664,0.001155235,0.0005441575,0.00002382199,0.0004299799,0.00009451865,0.9600822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9092615,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808907751407112,"score_gpt":0.3591599550864396,"score_spread":0.1782691799457284,"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."}}