{"id":"W2800440341","doi":"10.3362/9781780449920.004","title":"Chapter 4 - Farmland as a New Asset Class","year":2018,"lang":"en","type":"book-chapter","venue":"Practical Action Publishing, Fernwood Publishing eBooks","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre","funders":"","keywords":"Asset (computer security); Class (philosophy); Business; Computer science; Artificial intelligence; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001641151,0.001346229,0.001097104,0.0001806382,0.000902301,0.02389291,0.001745712,0.002724476,0.01699641],"category_scores_gemma":[0.004206127,0.0006030799,0.0006082492,0.0001870226,0.0002241003,0.01248796,0.001111154,0.004185467,0.001784364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298581,"about_ca_system_score_gemma":0.0004896452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498423,"about_ca_topic_score_gemma":0.003108301,"domain_scores_codex":[0.9924257,0.0001702669,0.001368675,0.002037294,0.002645326,0.001352704],"domain_scores_gemma":[0.9937743,0.001019461,0.001622945,0.0004630219,0.001189474,0.001930808],"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":[0.0001994176,0.00007699982,0.00007168276,0.00002740262,0.0003039352,0.00007487749,0.0002014074,1.902107e-7,0.0001355539,0.2451109,0.6883581,0.06543949],"study_design_scores_gemma":[0.0004531536,0.0003617616,0.0007026564,0.0001803887,0.0001692325,0.0003257621,0.0001896842,0.000006386289,0.0001951263,0.1672645,0.8289131,0.001238257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005852489,0.0001244133,0.00003357398,0.02745771,0.002783885,0.001010028,0.0002754269,0.00102025,0.9614422],"genre_scores_gemma":[0.03038201,0.0001218708,0.0007995456,0.008637914,0.01051167,0.00006887941,0.002701132,0.00005297069,0.946724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.140555,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07892568231686711,"score_gpt":0.2729564501490689,"score_spread":0.1940307678322018,"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."}}