{"id":"W1811943980","doi":"","title":"INNOVATION PLATFORMS: A TOOL FOR SCALING UP SUSTAINABLE LAND MANAGEMENT INNOVATIONS IN THE HIGHLANDS OF EASTERN UGANDA","year":2013,"lang":"en","type":"article","venue":"TSpace","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Agroforestry Centre; International Development Research Centre","keywords":"Promotion (chess); Sustainable land management; Incentive; Business; Corporate governance; Agriculture; Environmental resource management; Emerging technologies; Land management; Environmental planning; Agroforestry; Geography; Economics; Political science; Computer science; Finance; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.005371442,0.0005565748,0.0003112009,0.001996028,0.001489895,0.002648178,0.0008662615,0.0008761186,0.007143634],"category_scores_gemma":[0.01174833,0.0003822547,0.0004341516,0.001192891,0.0009259295,0.002950773,0.00437221,0.000928124,0.001257683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008020587,"about_ca_system_score_gemma":0.002210688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006153149,"about_ca_topic_score_gemma":0.001230108,"domain_scores_codex":[0.9980243,0.001192959,0.0001218849,0.00015753,0.0003410875,0.0001622924],"domain_scores_gemma":[0.9929301,0.004727603,0.000539834,0.000562528,0.0004389847,0.0008008913],"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":[0.0007805759,0.002001807,0.01585262,0.001791431,0.00006113808,0.001862001,0.0202703,0.003235622,0.01694515,0.01321128,0.0142641,0.9097239],"study_design_scores_gemma":[0.002119021,0.01739143,0.0770044,0.003685512,0.0005952949,0.003093306,0.0531555,0.04667926,0.05046108,0.06402778,0.6810848,0.0007025488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976935,0.000777823,0.1223042,0.004407197,0.0003923042,0.005980678,0.00117233,0.00790686,0.05936497],"genre_scores_gemma":[0.612113,0.0007995248,0.3675327,0.0002948538,0.00006145438,0.004244525,0.0005812108,0.0002738002,0.01409899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007143634,"threshold_uncertainty_score":0.02840722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773137472402286,"score_gpt":0.2959480948887236,"score_spread":0.2582167201647008,"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."}}