{"id":"W4323317923","doi":"10.3390/land12030608","title":"The Governance of Land Use: A Conceptual Framework","year":2023,"lang":"en","type":"article","venue":"Land","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Incentive; Subsidy; Sustainable land management; Land use; Corporate governance; Land tenure; Conceptual framework; Business; Land degradation; Natural resource economics; Land management; Environmental resource management; Land development; Sustainable development; Environmental degradation; Environmental planning; Public economics; Economics; Agriculture; Finance; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002933392,0.0006264079,0.0007029698,0.003214695,0.002618296,0.009389387,0.002643209,0.002431638,0.004816388],"category_scores_gemma":[0.002459353,0.0003766479,0.0007567641,0.005681248,0.02112326,0.008219118,0.003713099,0.002247539,0.0004675493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006988031,"about_ca_system_score_gemma":0.004992513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359448,"about_ca_topic_score_gemma":0.01399106,"domain_scores_codex":[0.9979922,0.001118109,0.00007974659,0.000293741,0.0002462464,0.0002700781],"domain_scores_gemma":[0.9982205,0.0008075373,0.0002884931,0.000152685,0.0002121054,0.0003187884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.504112e-7,0.000006150602,0.0002583374,0.00001402128,0.000002040137,0.00001880638,0.000465936,0.001135915,0.00001840271,0.9964634,0.000415518,0.00120071],"study_design_scores_gemma":[0.000005739404,0.00001439888,0.0008512962,0.0001785011,0.000006648897,0.00004463324,0.002364569,0.004681772,0.00003447526,0.9477251,0.04408101,0.00001193108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05814631,0.01565364,0.3960135,0.06798457,0.0004700698,0.0004887793,0.001212702,0.0001843404,0.4598461],"genre_scores_gemma":[0.9123529,0.007674191,0.06756615,0.001617948,0.0003263197,0.000804047,0.0003868101,0.00006092749,0.009210773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359448,"threshold_uncertainty_score":0.05070198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314399354225607,"score_gpt":0.2202317764409336,"score_spread":0.2070877828986775,"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."}}